Pandas Profiling Report

Dataset statistics

Number of variables	27
Number of observations	474417
Missing cells	1770737
Missing cells (%)	13.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	94.6 MiB
Average record size in memory	209.0 B

Variable types

Numeric	15
Categorical	11
Boolean	1

Warnings

`slug` has a high cardinality: 474415 distinct values	High cardinality
`name` has a high cardinality: 474415 distinct values	High cardinality
`released` has a high cardinality: 8631 distinct values	High cardinality
`updated` has a high cardinality: 241644 distinct values	High cardinality
`website` has a high cardinality: 46969 distinct values	High cardinality
`platforms` has a high cardinality: 5148 distinct values	High cardinality
`developers` has a high cardinality: 213723 distinct values	High cardinality
`genres` has a high cardinality: 1968 distinct values	High cardinality
`publishers` has a high cardinality: 45452 distinct values	High cardinality
`rating` is highly correlated with `rating_top`	High correlation
`rating_top` is highly correlated with `rating`	High correlation
`ratings_count` is highly correlated with `reviews_count` and 1 other fields	High correlation
`reviews_count` is highly correlated with `ratings_count` and 1 other fields	High correlation
`added_status_yet` is highly correlated with `added_status_owned`	High correlation
`added_status_owned` is highly correlated with `added_status_yet`	High correlation
`added_status_beaten` is highly correlated with `ratings_count` and 1 other fields	High correlation
`metacritic` has 469684 (99.0%) missing values	Missing
`released` has 24199 (5.1%) missing values	Missing
`website` has 409376 (86.3%) missing values	Missing
`developers` has 8366 (1.8%) missing values	Missing
`genres` has 103185 (21.7%) missing values	Missing
`publishers` has 333384 (70.3%) missing values	Missing
`esrb_rating` has 418553 (88.2%) missing values	Missing
`playtime` is highly skewed (γ1 = 181.4873355)	Skewed
`achievements_count` is highly skewed (γ1 = 45.1069999)	Skewed
`ratings_count` is highly skewed (γ1 = 41.89712863)	Skewed
`game_series_count` is highly skewed (γ1 = 22.75979028)	Skewed
`reviews_count` is highly skewed (γ1 = 41.98398272)	Skewed
`added_status_yet` is highly skewed (γ1 = 27.88984876)	Skewed
`added_status_owned` is highly skewed (γ1 = 24.63380046)	Skewed
`added_status_beaten` is highly skewed (γ1 = 50.7065118)	Skewed
`added_status_toplay` is highly skewed (γ1 = 85.48676318)	Skewed
`added_status_dropped` is highly skewed (γ1 = 38.93530996)	Skewed
`added_status_playing` is highly skewed (γ1 = 72.95285179)	Skewed
`slug` is uniformly distributed	Uniform
`name` is uniformly distributed	Uniform
`id` has unique values	Unique
`rating` has 462423 (97.5%) zeros	Zeros
`playtime` has 451355 (95.1%) zeros	Zeros
`achievements_count` has 456734 (96.3%) zeros	Zeros
`ratings_count` has 437847 (92.3%) zeros	Zeros
`suggestions_count` has 37455 (7.9%) zeros	Zeros
`game_series_count` has 471586 (99.4%) zeros	Zeros
`reviews_count` has 437152 (92.1%) zeros	Zeros
`added_status_yet` has 450434 (94.9%) zeros	Zeros
`added_status_owned` has 415331 (87.5%) zeros	Zeros
`added_status_beaten` has 447076 (94.2%) zeros	Zeros
`added_status_toplay` has 446474 (94.1%) zeros	Zeros
`added_status_dropped` has 450536 (95.0%) zeros	Zeros
`added_status_playing` has 464939 (98.0%) zeros	Zeros

Reproduction

Analysis started	2021-03-07 01:06:03.290474
Analysis finished	2021-03-07 01:07:45.209326
Duration	1 minute and 41.92 seconds
Software version	pandas-profiling v2.10.0
Download configuration	config.yaml

id
Real number (ℝ_≥0)

UNIQUE

Distinct	474417
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	266884.0003
Minimum	1
Maximum	525551
Zeros	0
Zeros (%)	0.0%
Memory size	3.6 MiB

Quantile statistics

Minimum	1
5-th percentile	25068.8
Q1	133664
median	267945
Q3	406010
95-th percentile	501650.2
Maximum	525551
Range	525550
Interquartile range (IQR)	272346

Descriptive statistics

Standard deviation	154567.8116
Coefficient of variation (CV)	0.5791572797
Kurtosis	-1.246638742
Mean	266884.0003
Median Absolute Deviation (MAD)	136203
Skewness	-0.02453904388
Sum	1.266143068 × 10¹¹
Variance	2.389120839 × 10¹⁰
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2047	1	< 0.1%
20641	1	< 0.1%
16547	1	< 0.1%
30884	1	< 0.1%
28837	1	< 0.1%
26790	1	< 0.1%
24743	1	< 0.1%
6312	1	< 0.1%
4265	1	< 0.1%
2218	1	< 0.1%
Other values (474407)	474407	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
525551	1	< 0.1%
525548	1	< 0.1%
525547	1	< 0.1%
525546	1	< 0.1%
525545	1	< 0.1%

slug
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	474415
Distinct (%)	100.0%
Missing	2
Missing (%)	< 0.1%
Memory size	3.6 MiB

head-goal	1
project-suburbion	1
attack-of-the-shell	1
dawn-of-discovery-harbor	1
flight-world-simulator	1
Other values (474410)	474410

Length

Max length	50
Median length	16
Mean length	18.33913135
Min length	1

Characters and Unicode

Total characters	8700359
Distinct characters	38
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	474415 ?
Unique (%)	100.0%

Sample

1st row	dgeneration-hd
2nd row	g-prime
3rd row	land-sliders
4th row	pixel-gear
5th row	gods-and-idols

Value	Count	Frequency (%)
head-goal	1	< 0.1%
project-suburbion	1	< 0.1%
attack-of-the-shell	1	< 0.1%
dawn-of-discovery-harbor	1	< 0.1%
flight-world-simulator	1	< 0.1%
wave-race-64-1996	1	< 0.1%
fight-in-space	1	< 0.1%
color-bump	1	< 0.1%
in-development	1	< 0.1%
planterra	1	< 0.1%
Other values (474405)	474405	> 99.9%
(Missing)	2	< 0.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
	9	< 0.1%
escape	4	< 0.1%
2	3	< 0.1%
darkarta-a-broken-hearts-quest-collectors-edition	2	< 0.1%
think	2	< 0.1%
chronicles-of-a-dark-lord-episode-1-tides-of-fate	2	< 0.1%
reed	2	< 0.1%
surface-alone-in-the-mist-a-hidden-object-mystery	2	< 0.1%
tron	2	< 0.1%
game-01	2	< 0.1%
Other values (474314)	474385	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
-	983369	11.3%
e	835498	9.6%
a	660662	7.6%
r	559796	6.4%
o	554086	6.4%
t	541085	6.2%
i	517309	5.9%
s	480340	5.5%
n	456219	5.2%
l	374880	4.3%
Other values (28)	2737115	31.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7580548	87.1%
Dash Punctuation	983369	11.3%
Decimal Number	132004	1.5%
Connector Punctuation	4438	0.1%

Most frequent character per category

Value	Count	Frequency (%)
e	835498	11.0%
a	660662	8.7%
r	559796	7.4%
o	554086	7.3%
t	541085	7.1%
i	517309	6.8%
s	480340	6.3%
n	456219	6.0%
l	374880	4.9%
c	297302	3.9%
Other values (16)	2303371	30.4%

Value	Count	Frequency (%)
2	34236	25.9%
0	22725	17.2%
1	21647	16.4%
3	16487	12.5%
4	9075	6.9%
9	7272	5.5%
8	5636	4.3%
5	5276	4.0%
7	4833	3.7%
6	4817	3.6%

Value	Count	Frequency (%)
-	983369	100.0%

Value	Count	Frequency (%)
_	4438	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7580548	87.1%
Common	1119811	12.9%

Most frequent character per script

Value	Count	Frequency (%)
e	835498	11.0%
a	660662	8.7%
r	559796	7.4%
o	554086	7.3%
t	541085	7.1%
i	517309	6.8%
s	480340	6.3%
n	456219	6.0%
l	374880	4.9%
c	297302	3.9%
Other values (16)	2303371	30.4%

Value	Count	Frequency (%)
-	983369	87.8%
2	34236	3.1%
0	22725	2.0%
1	21647	1.9%
3	16487	1.5%
4	9075	0.8%
9	7272	0.6%
8	5636	0.5%
5	5276	0.5%
7	4833	0.4%
Other values (2)	9255	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8700359	100.0%

Most frequent character per block

Value	Count	Frequency (%)
-	983369	11.3%
e	835498	9.6%
a	660662	7.6%
r	559796	6.4%
o	554086	6.4%
t	541085	6.2%
i	517309	5.9%
s	480340	5.5%
n	456219	5.2%
l	374880	4.3%
Other values (28)	2737115	31.5%

name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	474415
Distinct (%)	100.0%
Missing	2
Missing (%)	< 0.1%
Memory size	3.6 MiB

UPSHIFT	1
Planetary Slingshot	1
The Hitman Hunted: Warehouse (1v)	1
Tersus	1
See No Evil (itch)	1
Other values (474410)	474410

Length

Max length	201
Median length	17
Mean length	19.15812105
Min length	1

Characters and Unicode

Total characters	9088900
Distinct characters	4348
Distinct categories	24 ?
Distinct scripts	25 ?
Distinct blocks	48 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	474415 ?
Unique (%)	100.0%

Sample

1st row	D/Generation HD
2nd row	G Prime Into The Rain
3rd row	Land Sliders
4th row	Pixel Gear
5th row	Gods and Idols

Value	Count	Frequency (%)
UPSHIFT	1	< 0.1%
Planetary Slingshot	1	< 0.1%
The Hitman Hunted: Warehouse (1v)	1	< 0.1%
Tersus	1	< 0.1%
See No Evil (itch)	1	< 0.1%
Plastic Pick-up	1	< 0.1%
Hoax	1	< 0.1%
[MZ] Formation Control	1	< 0.1%
Trick & Treat (itch)	1	< 0.1%
Asemblance Collection	1	< 0.1%
Other values (474405)	474405	> 99.9%
(Missing)	2	< 0.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
the	52948	3.6%
	34820	2.4%
of	25325	1.7%
itch	21663	1.5%
game	17180	1.2%
a	12080	0.8%
2	8991	0.6%
and	7840	0.5%
in	7549	0.5%
space	6842	0.5%
Other values (193960)	1274857	86.7%

Most occurring characters

Value	Count	Frequency (%)
	995693	11.0%
e	772039	8.5%
a	563121	6.2%
o	503148	5.5%
r	477362	5.3%
i	466623	5.1%
t	427125	4.7%
n	413550	4.6%
s	331291	3.6%
l	319412	3.5%
Other values (4338)	3819536	42.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6082410	66.9%
Uppercase Letter	1512685	16.6%
Space Separator	995722	11.0%
Decimal Number	123239	1.4%
Other Punctuation	120868	1.3%
Close Punctuation	79323	0.9%
Open Punctuation	79315	0.9%
Dash Punctuation	43753	0.5%
Other Letter	39455	0.4%
Connector Punctuation	4514	< 0.1%
Other values (14)	7616	0.1%

Most frequent character per category

Value	Count	Frequency (%)
ا	1387	3.5%
ل	918	2.3%
ب	496	1.3%
ي	397	1.0%
ر	391	1.0%
ع	352	0.9%
و	345	0.9%
م	342	0.9%
の	340	0.9%
ン	338	0.9%
Other values (3299)	34149	86.6%

Value	Count	Frequency (%)
e	772039	12.7%
a	563121	9.3%
o	503148	8.3%
r	477362	7.8%
i	466623	7.7%
t	427125	7.0%
n	413550	6.8%
s	331291	5.4%
l	319412	5.3%
h	216022	3.6%
Other values (293)	1592717	26.2%

Value	Count	Frequency (%)
S	150549	10.0%
T	118125	7.8%
C	103183	6.8%
D	96031	6.3%
A	92608	6.1%
R	86101	5.7%
B	85966	5.7%
P	84143	5.6%
M	81453	5.4%
G	69409	4.6%
Other values (165)	545117	36.0%

Value	Count	Frequency (%)
�	595	47.3%
°	65	5.2%
™	43	3.4%
★	35	2.8%
█	33	2.6%
©	32	2.5%
¦	29	2.3%
◆	28	2.2%
☆	24	1.9%
❤	23	1.8%
Other values (137)	352	28.0%

Value	Count	Frequency (%)
ั	35	7.2%
̶	32	6.6%
️	30	6.2%
͡	15	3.1%
̷	15	3.1%
ิ	13	2.7%
̴	12	2.5%
่	12	2.5%
์	12	2.5%
้	11	2.3%
Other values (108)	296	61.3%

Value	Count	Frequency (%)
:	38752	32.1%
'	21662	17.9%
.	19787	16.4%
!	17678	14.6%
,	8436	7.0%
&	5257	4.3%
?	2538	2.1%
/	2300	1.9%
#	1160	1.0%
"	1152	1.0%
Other values (49)	2146	1.8%

Value	Count	Frequency (%)
+	1219	37.9%
\|	739	23.0%
~	512	15.9%
～	179	5.6%
>	119	3.7%
<	110	3.4%
=	109	3.4%
∞	41	1.3%
⋆	27	0.8%
∙	23	0.7%
Other values (36)	136	4.2%

Value	Count	Frequency (%)
ー	549	82.3%
ˆ	17	2.5%
ـ	14	2.1%
ʻ	12	1.8%
ᶦ	8	1.2%
ⁿ	7	1.0%
ᵃ	5	0.7%
ｰ	4	0.6%
ᵒ	4	0.6%
ๆ	4	0.6%
Other values (29)	43	6.4%

Value	Count	Frequency (%)
2	27084	22.0%
0	23013	18.7%
1	21725	17.6%
3	15493	12.6%
4	8709	7.1%
9	7244	5.9%
8	5582	4.5%
5	5048	4.1%
7	4643	3.8%
6	4632	3.8%
Other values (20)	66	0.1%

Value	Count	Frequency (%)
	4	12.9%
	3	9.7%
	3	9.7%
	3	9.7%
	3	9.7%
	2	6.5%
	2	6.5%
	2	6.5%
	2	6.5%
	2	6.5%
Other values (5)	5	16.1%

Value	Count	Frequency (%)
(	76482	96.4%
[	2515	3.2%
（	104	0.1%
{	76	0.1%
【	39	< 0.1%
„	29	< 0.1%
‚	24	< 0.1%
《	16	< 0.1%
「	13	< 0.1%
『	13	< 0.1%
Other values (4)	4	< 0.1%

Value	Count	Frequency (%)
)	76543	96.5%
]	2514	3.2%
）	104	0.1%
}	75	0.1%
】	39	< 0.1%
》	16	< 0.1%
」	13	< 0.1%
』	13	< 0.1%
］	1	< 0.1%
⟩	1	< 0.1%
Other values (4)	4	< 0.1%

Value	Count	Frequency (%)
²	70	38.9%
³	28	15.6%
½	24	13.3%
¹	22	12.2%
¾	12	6.7%
¼	12	6.7%
₉	4	2.2%
⑨	2	1.1%
₇	2	1.1%
⁴	1	0.6%
Other values (3)	3	1.7%

Value	Count	Frequency (%)
$	111	37.2%
€	86	28.9%
¥	35	11.7%
¤	25	8.4%
£	19	6.4%
¢	15	5.0%
₱	2	0.7%
₦	2	0.7%
₣	1	0.3%
₿	1	0.3%

Value	Count	Frequency (%)
-	42674	97.5%
–	677	1.5%
—	263	0.6%
－	65	0.1%
〜	50	0.1%
‑	11	< 0.1%
―	7	< 0.1%
‐	5	< 0.1%
‒	1	< 0.1%

Value	Count	Frequency (%)
´	163	31.5%
`	118	22.8%
^	88	17.0%
¸	64	12.4%
˜	49	9.5%
¨	20	3.9%
¯	13	2.5%
￣	2	0.4%
゜	1	0.2%

Value	Count	Frequency (%)
	72	54.5%
	25	18.9%
‎	14	10.6%
‏	8	6.1%
	8	6.1%
⁢	3	2.3%
‪	1	0.8%
؜	1	0.8%

Value	Count	Frequency (%)
Ⅱ	20	39.2%
Ⅰ	12	23.5%
〇	8	15.7%
Ⅲ	5	9.8%
Ⅳ	3	5.9%
Ⅴ	2	3.9%
Ⅸ	1	2.0%

Value	Count	Frequency (%)
ी	3	27.3%
ो	2	18.2%
ा	2	18.2%
ො	1	9.1%
ා	1	9.1%
ि	1	9.1%
ం	1	9.1%

Value	Count	Frequency (%)
’	470	79.1%
”	74	12.5%
»	32	5.4%
›	18	3.0%

Value	Count	Frequency (%)
“	83	47.7%
‘	54	31.0%
‹	20	11.5%
«	17	9.8%

Value	Count	Frequency (%)
	995693	> 99.9%
	28	< 0.1%
	1	< 0.1%

Value	Count	Frequency (%)
_	4511	99.9%
‿	3	0.1%

Value	Count	Frequency (%)
҉	3	75.0%
⃟	1	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7574708	83.3%
Common	1453724	16.0%
Han	20747	0.2%
Cyrillic	19516	0.2%
Arabic	7402	0.1%
Katakana	5071	0.1%
Hiragana	3242	< 0.1%
Hangul	2102	< 0.1%
Greek	878	< 0.1%
Thai	564	< 0.1%
Other values (15)	946	< 0.1%

Most frequent character per script

Value	Count	Frequency (%)
的	312	1.5%
游	311	1.5%
戏	258	1.2%
大	257	1.2%
之	197	0.9%
战	196	0.9%
人	169	0.8%
国	158	0.8%
机	148	0.7%
女	144	0.7%
Other values (2477)	18597	89.6%

Value	Count	Frequency (%)
이	48	2.3%
스	46	2.2%
리	43	2.0%
의	42	2.0%
기	38	1.8%
즈	35	1.7%
사	27	1.3%
퀴	26	1.2%
프	24	1.1%
가	23	1.1%
Other values (446)	1750	83.3%

Value	Count	Frequency (%)
	995693	68.5%
)	76543	5.3%
(	76482	5.3%
-	42674	2.9%
:	38752	2.7%
2	27084	1.9%
0	23013	1.6%
1	21725	1.5%
'	21662	1.5%
.	19787	1.4%
Other values (363)	110309	7.6%

Value	Count	Frequency (%)
e	772039	10.2%
a	563121	7.4%
o	503148	6.6%
r	477362	6.3%
i	466623	6.2%
t	427125	5.6%
n	413550	5.5%
s	331291	4.4%
l	319412	4.2%
h	216022	2.9%
Other values (326)	3085015	40.7%

Value	Count	Frequency (%)
ン	338	6.7%
ス	225	4.4%
イ	221	4.4%
ル	183	3.6%
ム	179	3.5%
ト	172	3.4%
ア	165	3.3%
ッ	158	3.1%
ラ	151	3.0%
リ	148	2.9%
Other values (94)	3131	61.7%

Value	Count	Frequency (%)
̶	32	8.9%
️	30	8.3%
͡	15	4.2%
̷	15	4.2%
̴	12	3.3%
͈	10	2.8%
̨	9	2.5%
̸	8	2.2%
̵	7	1.9%
̞	7	1.9%
Other values (83)	215	59.7%

Value	Count	Frequency (%)
の	340	10.5%
ん	192	5.9%
り	139	4.3%
か	111	3.4%
と	110	3.4%
た	103	3.2%
る	99	3.1%
し	96	3.0%
い	91	2.8%
ち	91	2.8%
Other values (68)	1870	57.7%

Value	Count	Frequency (%)
о	1692	8.7%
а	1673	8.6%
и	1477	7.6%
е	1424	7.3%
р	1134	5.8%
н	1128	5.8%
т	952	4.9%
к	859	4.4%
с	801	4.1%
л	746	3.8%
Other values (67)	7630	39.1%

Value	Count	Frequency (%)
ο	68	7.7%
α	56	6.4%
ε	54	6.2%
τ	51	5.8%
ι	51	5.8%
ρ	47	5.4%
ς	42	4.8%
λ	31	3.5%
ν	29	3.3%
π	26	3.0%
Other values (52)	423	48.2%

Value	Count	Frequency (%)
ะ	63	11.2%
ั	35	6.2%
เ	27	4.8%
า	27	4.8%
ก	24	4.3%
น	23	4.1%
ร	21	3.7%
บ	21	3.7%
ย	20	3.5%
ง	15	2.7%
Other values (45)	288	51.1%

Value	Count	Frequency (%)
ا	1387	18.7%
ل	918	12.4%
ب	496	6.7%
ي	397	5.4%
ر	391	5.3%
ع	352	4.8%
و	345	4.7%
م	342	4.6%
ن	324	4.4%
ت	320	4.3%
Other values (37)	2130	28.8%

Value	Count	Frequency (%)
ו	31	10.0%
י	31	10.0%
ה	29	9.3%
ש	20	6.4%
ב	20	6.4%
א	18	5.8%
ר	17	5.5%
ל	17	5.5%
ח	16	5.1%
מ	16	5.1%
Other values (17)	96	30.9%

Value	Count	Frequency (%)
ᖆ	3	8.6%
ᗩ	3	8.6%
ᑎ	2	5.7%
ᑕ	2	5.7%
ᐃ	2	5.7%
ᑦ	2	5.7%
ᑭ	1	2.9%
ᗪ	1	2.9%
ᔕ	1	2.9%
ᖇ	1	2.9%
Other values (17)	17	48.6%

Value	Count	Frequency (%)
ა	20	19.6%
ი	10	9.8%
დ	10	9.8%
მ	10	9.8%
ე	9	8.8%
კ	5	4.9%
ო	5	4.9%
ს	5	4.9%
რ	4	3.9%
ლ	4	3.9%
Other values (11)	20	19.6%

Value	Count	Frequency (%)
ं	3	10.0%
ी	3	10.0%
ज	2	6.7%
ो	2	6.7%
ड	2	6.7%
ग	2	6.7%
ा	2	6.7%
म	2	6.7%
़	1	3.3%
प	1	3.3%
Other values (10)	10	33.3%

Value	Count	Frequency (%)
ߤ	3	13.0%
߄	2	8.7%
ߵ	1	4.3%
ߍ	1	4.3%
ߦ	1	4.3%
ߗ	1	4.3%
߭	1	4.3%
߆	1	4.3%
ߓ	1	4.3%
߫	1	4.3%
Other values (10)	10	43.5%

Value	Count	Frequency (%)
ա	3	21.4%
լ	1	7.1%
վ	1	7.1%
շ	1	7.1%
։	1	7.1%
Ե	1	7.1%
ս	1	7.1%
գ	1	7.1%
ի	1	7.1%
տ	1	7.1%
Other values (2)	2	14.3%

Value	Count	Frequency (%)
⠀	6	35.3%
⠞	3	17.6%
⠉	1	5.9%
⠄	1	5.9%
⠗	1	5.9%
⠁	1	5.9%
⠝	1	5.9%
⠎	1	5.9%
⠍	1	5.9%
⠊	1	5.9%

Value	Count	Frequency (%)
ᚳ	2	16.7%
ᛖ	2	16.7%
ᚠ	1	8.3%
ᚢ	1	8.3%
ᚦ	1	8.3%
ᚩ	1	8.3%
ᚱ	1	8.3%
ᛋ	1	8.3%
ᚫ	1	8.3%
ᛈ	1	8.3%

Value	Count	Frequency (%)
ㄘ	4	28.6%
ㄩ	2	14.3%
ㄑ	2	14.3%
ㄎ	1	7.1%
ㄧ	1	7.1%
ㄤ	1	7.1%
ㄇ	1	7.1%
ㄙ	1	7.1%
ㄞ	1	7.1%

Value	Count	Frequency (%)
ු	2	20.0%
හ	2	20.0%
ප	1	10.0%
ල	1	10.0%
්	1	10.0%
ො	1	10.0%
ර	1	10.0%
ා	1	10.0%

Value	Count	Frequency (%)
క	1	12.5%
ా	1	12.5%
ం	1	12.5%
త	1	12.5%
ి	1	12.5%
న	1	12.5%
ీ	1	12.5%
డ	1	12.5%

Value	Count	Frequency (%)
ᚄ	2	28.6%
ᚐ	2	28.6%
᚛	1	14.3%
ᚓ	1	14.3%
᚜	1	14.3%

Value	Count	Frequency (%)
꧁	1	50.0%
꧂	1	50.0%

Value	Count	Frequency (%)
ထ	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9013909	99.2%
CJK	20737	0.2%
Cyrillic	19516	0.2%
None	11016	0.1%
Arabic	7436	0.1%
Katakana	5643	0.1%
Hiragana	3245	< 0.1%
Punctuation	2105	< 0.1%
Hangul	2096	< 0.1%
Specials	595	< 0.1%
Other values (38)	2602	< 0.1%

Most frequent character per block

Value	Count	Frequency (%)
	995693	11.0%
e	772039	8.6%
a	563121	6.2%
o	503148	5.6%
r	477362	5.3%
i	466623	5.2%
t	427125	4.7%
n	413550	4.6%
s	331291	3.7%
l	319412	3.5%
Other values (85)	3744545	41.5%

Value	Count	Frequency (%)
é	1144	10.4%
ğ	510	4.6%
Ÿ	484	4.4%
á	393	3.6%
ó	368	3.3%
í	331	3.0%
ã	324	2.9%
ç	295	2.7%
ð	200	1.8%
ö	196	1.8%
Other values (388)	6771	61.5%

Value	Count	Frequency (%)
ἐ	1	33.3%
Ἀ	1	33.3%
ΰ	1	33.3%

Value	Count	Frequency (%)
–	677	32.2%
’	470	22.3%
—	263	12.5%
•	145	6.9%
“	83	3.9%
”	74	3.5%
	72	3.4%
‘	54	2.6%
…	42	2.0%
†	38	1.8%
Other values (24)	187	8.9%

Value	Count	Frequency (%)
◆	28	20.7%
▲	15	11.1%
■	11	8.1%
▻	11	8.1%
□	10	7.4%
►	10	7.4%
●	5	3.7%
○	5	3.7%
▼	4	3.0%
◕	4	3.0%
Other values (20)	32	23.7%

Value	Count	Frequency (%)
∞	41	31.1%
⋆	27	20.5%
∙	23	17.4%
∗	5	3.8%
⊲	5	3.8%
√	4	3.0%
⋅	4	3.0%
∘	4	3.0%
∀	3	2.3%
∴	2	1.5%
Other values (12)	14	10.6%

Value	Count	Frequency (%)
⌛	4	50.0%
⏰	1	12.5%
⎵	1	12.5%
⌓	1	12.5%
⌾	1	12.5%

Value	Count	Frequency (%)
的	312	1.5%
游	311	1.5%
戏	258	1.2%
大	257	1.2%
之	197	0.9%
战	196	0.9%
人	169	0.8%
国	158	0.8%
机	148	0.7%
女	144	0.7%
Other values (2475)	18587	89.6%

Value	Count	Frequency (%)
ー	549	9.7%
ン	338	6.0%
ス	225	4.0%
イ	221	3.9%
ル	183	3.2%
ム	179	3.2%
ト	172	3.0%
ア	165	2.9%
ッ	158	2.8%
ラ	151	2.7%
Other values (76)	3302	58.5%

Value	Count	Frequency (%)
★	35	21.5%
☆	24	14.7%
♥	14	8.6%
♡	7	4.3%
☐	5	3.1%
♘	5	3.1%
⚽	4	2.5%
☛	4	2.5%
♫	3	1.8%
♪	3	1.8%
Other values (37)	59	36.2%

Value	Count	Frequency (%)
̶	32	10.3%
͡	15	4.8%
̷	15	4.8%
̴	12	3.8%
͈	10	3.2%
̨	9	2.9%
̸	8	2.6%
̵	7	2.2%
̞	7	2.2%
̀	6	1.9%
Other values (75)	191	61.2%

Value	Count	Frequency (%)
の	340	10.5%
ん	192	5.9%
り	139	4.3%
か	111	3.4%
と	110	3.4%
た	103	3.2%
る	99	3.1%
し	96	3.0%
い	91	2.8%
ち	91	2.8%
Other values (71)	1873	57.7%

Value	Count	Frequency (%)
❤	23	30.3%
❂	8	10.5%
✨	7	9.2%
✧	7	9.2%
✪	6	7.9%
✿	4	5.3%
❅	3	3.9%
❀	3	3.9%
✈	2	2.6%
❄	2	2.6%
Other values (10)	11	14.5%

Value	Count	Frequency (%)
️	30	83.3%
︎	6	16.7%

Value	Count	Frequency (%)
ا	1387	18.7%
ل	918	12.3%
ب	496	6.7%
ي	397	5.3%
ر	391	5.3%
ع	352	4.7%
و	345	4.6%
م	342	4.6%
ن	324	4.4%
ت	320	4.3%
Other values (43)	2164	29.1%

Value	Count	Frequency (%)
о	1692	8.7%
а	1673	8.6%
и	1477	7.6%
е	1424	7.3%
р	1134	5.8%
н	1128	5.8%
т	952	4.9%
к	859	4.4%
с	801	4.1%
л	746	3.8%
Other values (67)	7630	39.1%

Value	Count	Frequency (%)
이	48	2.3%
스	46	2.2%
리	43	2.1%
의	42	2.0%
기	38	1.8%
즈	35	1.7%
사	27	1.3%
퀴	26	1.2%
프	24	1.1%
가	23	1.1%
Other values (442)	1744	83.2%

Value	Count	Frequency (%)
�	595	100.0%

Value	Count	Frequency (%)
█	33	73.3%
░	5	11.1%
▒	3	6.7%
▓	2	4.4%
▄	1	2.2%
▀	1	2.2%

Value	Count	Frequency (%)
ế	18	16.2%
ờ	8	7.2%
ệ	7	6.3%
ạ	7	6.3%
ắ	6	5.4%
ố	6	5.4%
ớ	5	4.5%
ộ	4	3.6%
ầ	4	3.6%
ấ	4	3.6%
Other values (22)	42	37.8%

Value	Count	Frequency (%)
€	86	92.5%
₱	2	2.2%
₦	2	2.2%
₣	1	1.1%
₿	1	1.1%
₲	1	1.1%

Value	Count	Frequency (%)
ㄘ	4	28.6%
ㄩ	2	14.3%
ㄑ	2	14.3%
ㄎ	1	7.1%
ㄧ	1	7.1%
ㄤ	1	7.1%
ㄇ	1	7.1%
ㄙ	1	7.1%
ㄞ	1	7.1%

Value	Count	Frequency (%)
ו	31	10.0%
י	31	10.0%
ה	29	9.4%
ש	20	6.5%
ב	20	6.5%
א	18	5.8%
ר	17	5.5%
ל	17	5.5%
ח	16	5.2%
מ	16	5.2%
Other values (16)	95	30.6%

Value	Count	Frequency (%)
→	5	23.8%
↑	5	23.8%
↓	3	14.3%
←	3	14.3%
↕	2	9.5%
↬	1	4.8%
⇧	1	4.8%
⇆	1	4.8%

Value	Count	Frequency (%)
˜	49	52.7%
ˆ	17	18.3%
ʻ	12	12.9%
ˈ	3	3.2%
ˌ	2	2.2%
ʰ	2	2.2%
ʳ	2	2.2%
ˡ	2	2.2%
ː	1	1.1%
ˢ	1	1.1%
Other values (2)	2	2.2%

Value	Count	Frequency (%)
ะ	63	11.2%
ั	35	6.2%
เ	27	4.8%
า	27	4.8%
ก	24	4.3%
น	23	4.1%
ร	21	3.7%
บ	21	3.7%
ย	20	3.5%
ง	15	2.7%
Other values (45)	288	51.1%

Value	Count	Frequency (%)
Ⅱ	20	45.5%
Ⅰ	12	27.3%
Ⅲ	5	11.4%
Ⅳ	3	6.8%
Ⅴ	2	4.5%
Ⅸ	1	2.3%
⅓	1	2.3%

Value	Count	Frequency (%)
⠀	6	35.3%
⠞	3	17.6%
⠉	1	5.9%
⠄	1	5.9%
⠗	1	5.9%
⠁	1	5.9%
⠝	1	5.9%
⠎	1	5.9%
⠍	1	5.9%
⠊	1	5.9%

Value	Count	Frequency (%)
™	43	78.2%
№	5	9.1%
⅃	2	3.6%
Ⅎ	2	3.6%
ℓ	1	1.8%
℠	1	1.8%
℃	1	1.8%

Value	Count	Frequency (%)
ʀ	6	12.8%
ɹ	5	10.6%
ʇ	4	8.5%
ɯ	3	6.4%
ɪ	3	6.4%
ə	3	6.4%
ʖ	3	6.4%
ʙ	3	6.4%
ʟ	2	4.3%
ɟ	2	4.3%
Other values (12)	13	27.7%

Value	Count	Frequency (%)
ա	3	21.4%
լ	1	7.1%
վ	1	7.1%
շ	1	7.1%
։	1	7.1%
Ե	1	7.1%
ս	1	7.1%
գ	1	7.1%
ի	1	7.1%
տ	1	7.1%
Other values (2)	2	14.3%

Value	Count	Frequency (%)
ᖆ	3	8.6%
ᗩ	3	8.6%
ᑎ	2	5.7%
ᑕ	2	5.7%
ᐃ	2	5.7%
ᑦ	2	5.7%
ᑭ	1	2.9%
ᗪ	1	2.9%
ᔕ	1	2.9%
ᖇ	1	2.9%
Other values (17)	17	48.6%

Value	Count	Frequency (%)
ᴇ	5	11.1%
ᵃ	5	11.1%
ᴏ	4	8.9%
ᵒ	4	8.9%
ᴜ	4	8.9%
ᴘ	3	6.7%
ᴀ	3	6.7%
ᵗ	3	6.7%
ᴍ	2	4.4%
ᵉ	2	4.4%
Other values (9)	10	22.2%

Value	Count	Frequency (%)
ა	20	19.6%
ი	10	9.8%
დ	10	9.8%
მ	10	9.8%
ე	9	8.8%
კ	5	4.9%
ო	5	4.9%
ს	5	4.9%
რ	4	3.9%
ლ	4	3.9%
Other values (11)	20	19.6%

Value	Count	Frequency (%)
ු	2	20.0%
හ	2	20.0%
ප	1	10.0%
ල	1	10.0%
්	1	10.0%
ො	1	10.0%
ර	1	10.0%
ා	1	10.0%

Value	Count	Frequency (%)
┌	2	25.0%
║	2	25.0%
┐	2	25.0%
╎	2	25.0%

Value	Count	Frequency (%)
ं	3	9.7%
ी	3	9.7%
ज	2	6.5%
ो	2	6.5%
ड	2	6.5%
ग	2	6.5%
ा	2	6.5%
म	2	6.5%
़	1	3.2%
प	1	3.2%
Other values (11)	11	35.5%

Value	Count	Frequency (%)
Ⓞ	2	22.2%
⑨	2	22.2%
Ⓗ	1	11.1%
Ⓘ	1	11.1%
Ⓣ	1	11.1%
Ⓡ	1	11.1%
③	1	11.1%

Value	Count	Frequency (%)
וּ	1	100.0%

Value	Count	Frequency (%)
ᶦ	8	88.9%
ᶜ	1	11.1%

Value	Count	Frequency (%)
㎡	1	100.0%

Value	Count	Frequency (%)
ߤ	3	13.0%
߄	2	8.7%
ߵ	1	4.3%
ߍ	1	4.3%
ߦ	1	4.3%
ߗ	1	4.3%
߭	1	4.3%
߆	1	4.3%
ߓ	1	4.3%
߫	1	4.3%
Other values (10)	10	43.5%

Value	Count	Frequency (%)
ㅋ	2	50.0%
ㅅ	2	50.0%

Value	Count	Frequency (%)
꧁	1	50.0%
꧂	1	50.0%

Value	Count	Frequency (%)
ᚄ	2	28.6%
ᚐ	2	28.6%
᚛	1	14.3%
ᚓ	1	14.3%
᚜	1	14.3%

Value	Count	Frequency (%)
ထ	1	100.0%

Value	Count	Frequency (%)
ᚳ	2	15.4%
ᛖ	2	15.4%
ᚠ	1	7.7%
ᚢ	1	7.7%
ᚦ	1	7.7%
ᚩ	1	7.7%
ᚱ	1	7.7%
᛫	1	7.7%
ᛋ	1	7.7%
ᚫ	1	7.7%

Value	Count	Frequency (%)
క	1	12.5%
ా	1	12.5%
ం	1	12.5%
త	1	12.5%
ి	1	12.5%
న	1	12.5%
ీ	1	12.5%
డ	1	12.5%

metacritic
Real number (ℝ_≥0)

MISSING

Distinct	78
Distinct (%)	1.6%
Missing	469684
Missing (%)	99.0%
Infinite	0
Infinite (%)	0.0%

Mean	73.15930699
Minimum	15
Maximum	99
Zeros	0
Zeros (%)	0.0%
Memory size	3.6 MiB

Quantile statistics

Minimum	15
5-th percentile	52
Q1	67
median	75
Q3	81
95-th percentile	90
Maximum	99
Range	84
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	11.50221305
Coefficient of variation (CV)	0.1572214599
Kurtosis	1.070188556
Mean	73.15930699
Median Absolute Deviation (MAD)	7
Skewness	-0.8182856206
Sum	346263
Variance	132.300905
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	233	< 0.1%
78	188	< 0.1%
76	185	< 0.1%
74	183	< 0.1%
75	180	< 0.1%
81	180	< 0.1%
72	172	< 0.1%
77	169	< 0.1%
73	162	< 0.1%
68	152	< 0.1%
Other values (68)	2929	0.6%
(Missing)	469684	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
15	1	< 0.1%
20	1	< 0.1%
22	1	< 0.1%
24	1	< 0.1%
25	2	< 0.1%

Value	Count	Frequency (%)
99	1	< 0.1%
98	2	< 0.1%
97	7	< 0.1%
96	9	< 0.1%
95	13	< 0.1%

released
Categorical

HIGH CARDINALITY
MISSING

Distinct	8631
Distinct (%)	1.9%
Missing	24199
Missing (%)	5.1%
Memory size	3.6 MiB

2020-07-12	4839
2019-08-04	2311
2020-04-20	1862
2020-10-05	1820
2020-04-21	1458
Other values (8626)	437928

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	4502180
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1922 ?
Unique (%)	0.4%

Sample

1st row	2015-10-23
2nd row	2016-01-06
3rd row	2015-09-24
4th row	2016-10-20
5th row	2016-12-12

Value	Count	Frequency (%)
2020-07-12	4839	1.0%
2019-08-04	2311	0.5%
2020-04-20	1862	0.4%
2020-10-05	1820	0.4%
2020-04-21	1458	0.3%
2020-08-08	1335	0.3%
2019-10-07	1156	0.2%
2018-08-13	1055	0.2%
2018-09-02	1044	0.2%
2020-11-15	1016	0.2%
Other values (8621)	432322	91.1%
(Missing)	24199	5.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
2020-07-12	4839	1.1%
2019-08-04	2311	0.5%
2020-04-20	1862	0.4%
2020-10-05	1820	0.4%
2020-04-21	1458	0.3%
2020-08-08	1335	0.3%
2019-10-07	1156	0.3%
2018-08-13	1055	0.2%
2018-09-02	1044	0.2%
2020-11-15	1016	0.2%
Other values (8621)	432322	96.0%

Most occurring characters

Value	Count	Frequency (%)
0	1138614	25.3%
-	900436	20.0%
2	820313	18.2%
1	719200	16.0%
9	176839	3.9%
8	163302	3.6%
7	140491	3.1%
6	117834	2.6%
3	110791	2.5%
5	108852	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3601744	80.0%
Dash Punctuation	900436	20.0%

Most frequent character per category

Value	Count	Frequency (%)
0	1138614	31.6%
2	820313	22.8%
1	719200	20.0%
9	176839	4.9%
8	163302	4.5%
7	140491	3.9%
6	117834	3.3%
3	110791	3.1%
5	108852	3.0%
4	105508	2.9%

Value	Count	Frequency (%)
-	900436	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4502180	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	1138614	25.3%
-	900436	20.0%
2	820313	18.2%
1	719200	16.0%
9	176839	3.9%
8	163302	3.6%
7	140491	3.1%
6	117834	2.6%
3	110791	2.5%
5	108852	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4502180	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	1138614	25.3%
-	900436	20.0%
2	820313	18.2%
1	719200	16.0%
9	176839	3.9%
8	163302	3.6%
7	140491	3.1%
6	117834	2.6%
3	110791	2.5%
5	108852	2.4%

tba
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	463.4 KiB

False	472076
True	2341

Common Values
Chart

Value	Count	Frequency (%)
False	472076	99.5%
True	2341	0.5%

updated
Categorical

HIGH CARDINALITY

Distinct	241644
Distinct (%)	50.9%
Missing	0
Missing (%)	0.0%
Memory size	3.6 MiB

2019-01-09T12:41:06	139894
2019-08-23T11:27:41	43
2019-08-28T23:14:41	39
2019-08-28T23:14:37	38
2019-08-28T23:14:43	38
Other values (241639)	334365

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	9013923
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	230501 ?
Unique (%)	48.6%

Sample

1st row	2019-09-17T11:58:57
2nd row	2019-11-06T23:04:19
3rd row	2019-10-22T13:56:16
4th row	2019-08-28T22:16:02
5th row	2019-09-17T13:37:13

Value	Count	Frequency (%)
2019-01-09T12:41:06	139894	29.5%
2019-08-23T11:27:41	43	< 0.1%
2019-08-28T23:14:41	39	< 0.1%
2019-08-28T23:14:37	38	< 0.1%
2019-08-28T23:14:43	38	< 0.1%
2019-08-28T23:14:32	37	< 0.1%
2019-09-12T06:39:32	37	< 0.1%
2019-08-28T23:14:35	37	< 0.1%
2019-08-28T23:24:16	37	< 0.1%
2019-10-22T14:19:38	36	< 0.1%
Other values (241634)	334181	70.4%

Histogram of lengths of the category

Value	Count	Frequency (%)
2019-01-09t12:41:06	139894	29.5%
2019-08-23t11:27:41	43	< 0.1%
2019-08-28t23:14:41	39	< 0.1%
2019-08-28t23:14:43	38	< 0.1%
2019-08-28t23:14:37	38	< 0.1%
2019-08-28t23:24:16	37	< 0.1%
2019-09-12t06:39:32	37	< 0.1%
2019-08-28t23:14:32	37	< 0.1%
2019-08-28t23:14:35	37	< 0.1%
2019-10-22t14:19:38	36	< 0.1%
Other values (241634)	334181	70.4%

Most occurring characters

Value	Count	Frequency (%)
0	1812016	20.1%
2	1291826	14.3%
1	1288863	14.3%
-	948834	10.5%
:	948834	10.5%
9	616794	6.8%
T	474417	5.3%
4	433904	4.8%
3	306262	3.4%
6	277991	3.1%
Other values (3)	614182	6.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6641838	73.7%
Dash Punctuation	948834	10.5%
Other Punctuation	948834	10.5%
Uppercase Letter	474417	5.3%

Most frequent character per category

Value	Count	Frequency (%)
0	1812016	27.3%
2	1291826	19.4%
1	1288863	19.4%
9	616794	9.3%
4	433904	6.5%
3	306262	4.6%
6	277991	4.2%
5	245506	3.7%
8	218307	3.3%
7	150369	2.3%

Value	Count	Frequency (%)
-	948834	100.0%

Value	Count	Frequency (%)
T	474417	100.0%

Value	Count	Frequency (%)
:	948834	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8539506	94.7%
Latin	474417	5.3%

Most frequent character per script

Value	Count	Frequency (%)
0	1812016	21.2%
2	1291826	15.1%
1	1288863	15.1%
-	948834	11.1%
:	948834	11.1%
9	616794	7.2%
4	433904	5.1%
3	306262	3.6%
6	277991	3.3%
5	245506	2.9%
Other values (2)	368676	4.3%

Value	Count	Frequency (%)
T	474417	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9013923	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	1812016	20.1%
2	1291826	14.3%
1	1288863	14.3%
-	948834	10.5%
:	948834	10.5%
9	616794	6.8%
T	474417	5.3%
4	433904	4.8%
3	306262	3.4%
6	277991	3.1%
Other values (3)	614182	6.8%

website
Categorical

HIGH CARDINALITY
MISSING

Distinct	46969
Distinct (%)	72.2%
Missing	409376
Missing (%)	86.3%
Memory size	3.6 MiB

http://www.bigfishgames.com/mobile-games/ios-games/	166
https://www.choiceofgames.com/	151
http://	106
https://www.facebook.com/8FloorGames/	91
http://www.gameloft.com	80
Other values (46964)	64447

Length

Max length	496
Median length	29
Mean length	33.38724804
Min length	7

Characters and Unicode

Total characters	2171540
Distinct characters	115
Distinct categories	15 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	41650 ?
Unique (%)	64.0%

Sample

1st row	http://dgeneration.net
2nd row	http://prettygreat.com
3rd row	https://www.facebook.com/Geronimo-Interactive-1789605664633280/?ref=bookmarks
4th row	http://www.godsandidols.com/
5th row	http://www.croteam.com

Value	Count	Frequency (%)
http://www.bigfishgames.com/mobile-games/ios-games/	166	< 0.1%
https://www.choiceofgames.com/	151	< 0.1%
http://	106	< 0.1%
https://www.facebook.com/8FloorGames/	91	< 0.1%
http://www.gameloft.com	80	< 0.1%
http://www.g5e.com	79	< 0.1%
http://www.propheticdevelopers.com	75	< 0.1%
http://www.sega.com	69	< 0.1%
http://smartkids-games.com	66	< 0.1%
http://gruv-apps.com	62	< 0.1%
Other values (46959)	64096	13.5%
(Missing)	409376	86.3%

Histogram of lengths of the category

Value	Count	Frequency (%)
http://www.bigfishgames.com/mobile-games/ios-games	167	0.3%
https://www.choiceofgames.com	158	0.2%
https://www.facebook.com/8floorgames	111	0.2%
http	107	0.2%
http://www.gameloft.com	88	0.1%
http://www.propheticdevelopers.com	86	0.1%
http://www.g5e.com	79	0.1%
http://www.sega.com	71	0.1%
http://smartkids-games.com	67	0.1%
http://www.mokoolapps.com	63	0.1%
Other values (45907)	64054	98.5%

Most occurring characters

Value	Count	Frequency (%)
t	204449	9.4%
/	194466	9.0%
o	139601	6.4%
w	129187	5.9%
e	127676	5.9%
.	118873	5.5%
m	110768	5.1%
a	109391	5.0%
p	104198	4.8%
h	95530	4.4%
Other values (105)	837401	38.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1697505	78.2%
Other Punctuation	383477	17.7%
Decimal Number	40047	1.8%
Dash Punctuation	23456	1.1%
Uppercase Letter	19802	0.9%
Connector Punctuation	3740	0.2%
Math Symbol	3478	0.2%
Space Separator	17	< 0.1%
Open Punctuation	5	< 0.1%
Close Punctuation	5	< 0.1%
Other values (5)	8	< 0.1%

Most frequent character per category

Value	Count	Frequency (%)
t	204449	12.0%
o	139601	8.2%
w	129187	7.6%
e	127676	7.5%
m	110768	6.5%
a	109391	6.4%
p	104198	6.1%
h	95530	5.6%
s	94771	5.6%
c	94435	5.6%
Other values (36)	487499	28.7%

Value	Count	Frequency (%)
G	1842	9.3%
S	1611	8.1%
P	1364	6.9%
A	1362	6.9%
C	1206	6.1%
D	1160	5.9%
T	1005	5.1%
F	932	4.7%
M	929	4.7%
B	881	4.4%
Other values (19)	7510	37.9%

Value	Count	Frequency (%)
/	194466	50.7%
.	118873	31.0%
:	65225	17.0%
?	2472	0.6%
&	1153	0.3%
%	700	0.2%
#	307	0.1%
;	166	< 0.1%
!	82	< 0.1%
,	13	< 0.1%
Other values (3)	20	< 0.1%

Value	Count	Frequency (%)
2	6349	15.9%
1	5903	14.7%
0	4931	12.3%
3	4180	10.4%
5	3538	8.8%
4	3351	8.4%
8	3130	7.8%
7	3118	7.8%
6	2893	7.2%
9	2654	6.6%

Value	Count	Frequency (%)
=	3363	96.7%
+	49	1.4%
~	35	1.0%
\|	31	0.9%

Value	Count	Frequency (%)
鸿	1	25.0%
源	1	25.0%
战	1	25.0%
纪	1	25.0%

Value	Count	Frequency (%)
-	23456	100.0%

Value	Count	Frequency (%)
_	3740	100.0%

Value	Count	Frequency (%)
	17	100.0%

Value	Count	Frequency (%)
©	1	100.0%

Value	Count	Frequency (%)
”	1	100.0%

Value	Count	Frequency (%)
²	1	100.0%

Value	Count	Frequency (%)
[	5	100.0%

Value	Count	Frequency (%)
]	5	100.0%

Value	Count	Frequency (%)
$	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1717266	79.1%
Common	454229	20.9%
Cyrillic	41	< 0.1%
Han	4	< 0.1%

Most frequent character per script

Value	Count	Frequency (%)
t	204449	11.9%
o	139601	8.1%
w	129187	7.5%
e	127676	7.4%
m	110768	6.5%
a	109391	6.4%
p	104198	6.1%
h	95530	5.6%
s	94771	5.5%
c	94435	5.5%
Other values (47)	507260	29.5%

Value	Count	Frequency (%)
/	194466	42.8%
.	118873	26.2%
:	65225	14.4%
-	23456	5.2%
2	6349	1.4%
1	5903	1.3%
0	4931	1.1%
3	4180	0.9%
_	3740	0.8%
5	3538	0.8%
Other values (26)	23568	5.2%

Value	Count	Frequency (%)
о	6	14.6%
р	4	9.8%
т	4	9.8%
е	4	9.8%
я	3	7.3%
и	3	7.3%
к	2	4.9%
л	2	4.9%
с	2	4.9%
в	2	4.9%
Other values (8)	9	22.0%

Value	Count	Frequency (%)
鸿	1	25.0%
源	1	25.0%
战	1	25.0%
纪	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2171484	> 99.9%
Cyrillic	41	< 0.1%
None	10	< 0.1%
CJK	4	< 0.1%
Punctuation	1	< 0.1%

Most frequent character per block

Value	Count	Frequency (%)
t	204449	9.4%
/	194466	9.0%
o	139601	6.4%
w	129187	5.9%
e	127676	5.9%
.	118873	5.5%
m	110768	5.1%
a	109391	5.0%
p	104198	4.8%
h	95530	4.4%
Other values (75)	837345	38.6%

Value	Count	Frequency (%)
ä	2	20.0%
ð	2	20.0%
Ÿ	2	20.0%
š	1	10.0%
©	1	10.0%
²	1	10.0%
á	1	10.0%

Value	Count	Frequency (%)
”	1	100.0%

Value	Count	Frequency (%)
о	6	14.6%
р	4	9.8%
т	4	9.8%
е	4	9.8%
я	3	7.3%
и	3	7.3%
к	2	4.9%
л	2	4.9%
с	2	4.9%
в	2	4.9%
Other values (8)	9	22.0%

Value	Count	Frequency (%)
鸿	1	25.0%
源	1	25.0%
战	1	25.0%
纪	1	25.0%

rating
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	351
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.0857232772
Minimum	0
Maximum	5
Zeros	462423
Zeros (%)	97.5%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5450488518
Coefficient of variation (CV)	6.358236287
Kurtosis	40.62924235
Mean	0.0857232772
Median Absolute Deviation (MAD)	0
Skewness	6.43406525
Sum	40668.58
Variance	0.2970782508
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	462423	97.5%
4	412	0.1%
3	293	0.1%
3.5	201	< 0.1%
3.67	191	< 0.1%
3.33	171	< 0.1%
4.33	137	< 0.1%
3.83	136	< 0.1%
2	133	< 0.1%
3.71	126	< 0.1%
Other values (341)	10194	2.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	462423	97.5%
1	6	< 0.1%
1.11	1	< 0.1%
1.13	1	< 0.1%
1.17	1	< 0.1%

Value	Count	Frequency (%)
5	1	< 0.1%
4.86	1	< 0.1%
4.83	3	< 0.1%
4.81	1	< 0.1%
4.78	1	< 0.1%

rating_top
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.6 MiB

0	461178
4	7113
3	2716
5	1719
1	1691

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	474417
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	1

Value	Count	Frequency (%)
0	461178	97.2%
4	7113	1.5%
3	2716	0.6%
5	1719	0.4%
1	1691	0.4%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	461178	97.2%
4	7113	1.5%
3	2716	0.6%
5	1719	0.4%
1	1691	0.4%

Most occurring characters

Value	Count	Frequency (%)
0	461178	97.2%
4	7113	1.5%
3	2716	0.6%
5	1719	0.4%
1	1691	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	474417	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	461178	97.2%
4	7113	1.5%
3	2716	0.6%
5	1719	0.4%
1	1691	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	474417	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	461178	97.2%
4	7113	1.5%
3	2716	0.6%
5	1719	0.4%
1	1691	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	474417	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	461178	97.2%
4	7113	1.5%
3	2716	0.6%
5	1719	0.4%
1	1691	0.4%

playtime
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	137
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2216615341
Minimum	0
Maximum	1600
Zeros	451355
Zeros (%)	95.1%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1600
Range	1600
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.399684108
Coefficient of variation (CV)	24.36004123
Kurtosis	42394.1729
Mean	0.2216615341
Median Absolute Deviation (MAD)	0
Skewness	181.4873355
Sum	105160
Variance	29.15658846
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	451355	95.1%
1	8939	1.9%
4	3442	0.7%
3	3107	0.7%
2	2980	0.6%
5	1655	0.3%
6	763	0.2%
7	395	0.1%
8	259	0.1%
9	208	< 0.1%
Other values (127)	1314	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	451355	95.1%
1	8939	1.9%
2	2980	0.6%
3	3107	0.7%
4	3442	0.7%

Value	Count	Frequency (%)
1600	1	< 0.1%
1473	1	< 0.1%
1246	1	< 0.1%
1046	1	< 0.1%
900	1	< 0.1%

achievements_count
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	556
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.448837204
Minimum	0
Maximum	12322
Zeros	456734
Zeros (%)	96.3%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	12322
Range	12322
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	117.6714659
Coefficient of variation (CV)	26.44993748
Kurtosis	2299.158295
Mean	4.448837204
Median Absolute Deviation (MAD)	0
Skewness	45.1069999
Sum	2110604
Variance	13846.57389
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	456734	96.3%
12	681	0.1%
10	562	0.1%
20	500	0.1%
15	440	0.1%
13	411	0.1%
8	405	0.1%
16	381	0.1%
24	378	0.1%
9	377	0.1%
Other values (546)	13548	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	456734	96.3%
1	263	0.1%
2	120	< 0.1%
3	132	< 0.1%
4	199	< 0.1%

Value	Count	Frequency (%)
12322	1	< 0.1%
10979	1	< 0.1%
10361	1	< 0.1%
9821	1	< 0.1%
8000	1	< 0.1%

ratings_count
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	789
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.142463276
Minimum	0
Maximum	4289
Zeros	437847
Zeros (%)	92.3%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	4289
Range	4289
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	36.55360595
Coefficient of variation (CV)	17.06148542
Kurtosis	2551.933788
Mean	2.142463276
Median Absolute Deviation (MAD)	0
Skewness	41.89712863
Sum	1016421
Variance	1336.166108
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	437847	92.3%
1	13922	2.9%
2	4950	1.0%
3	2741	0.6%
4	1820	0.4%
5	1226	0.3%
6	960	0.2%
7	783	0.2%
8	647	0.1%
9	552	0.1%
Other values (779)	8969	1.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	437847	92.3%
1	13922	2.9%
2	4950	1.0%
3	2741	0.6%
4	1820	0.4%

Value	Count	Frequency (%)
4289	1	< 0.1%
3939	1	< 0.1%
3613	1	< 0.1%
3050	1	< 0.1%
3033	1	< 0.1%

suggestions_count
Real number (ℝ_≥0)

ZEROS

Distinct	881
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	92.19684792
Minimum	0
Maximum	1839
Zeros	37455
Zeros (%)	7.9%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	16
median	47
Q3	122
95-th percentile	350
Maximum	1839
Range	1839
Interquartile range (IQR)	106

Descriptive statistics

Standard deviation	116.4936952
Coefficient of variation (CV)	1.263532299
Kurtosis	5.529246977
Mean	92.19684792
Median Absolute Deviation (MAD)	38
Skewness	2.168607923
Sum	43739752
Variance	13570.78103
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37455	7.9%
9	6766	1.4%
8	6714	1.4%
10	6609	1.4%
11	6493	1.4%
7	6443	1.4%
6	6100	1.3%
12	6097	1.3%
13	5897	1.2%
14	5881	1.2%
Other values (871)	379962	80.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	37455	7.9%
1	1549	0.3%
2	2288	0.5%
3	3422	0.7%
4	4630	1.0%

Value	Count	Frequency (%)
1839	1	< 0.1%
1427	1	< 0.1%
1386	1	< 0.1%
1371	1	< 0.1%
1291	1	< 0.1%

game_series_count
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	25
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.0442817184
Minimum	0
Maximum	28
Zeros	471586
Zeros (%)	99.4%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	28
Range	28
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7714720152
Coefficient of variation (CV)	17.4219078
Kurtosis	593.1175105
Mean	0.0442817184
Median Absolute Deviation (MAD)	0
Skewness	22.75979028
Sum	21008
Variance	0.5951690703
Monotocity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	471586	99.4%
1	494	0.1%
2	354	0.1%
3	280	0.1%
4	226	< 0.1%
7	159	< 0.1%
9	155	< 0.1%
6	143	< 0.1%
19	123	< 0.1%
8	120	< 0.1%
Other values (15)	777	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	471586	99.4%
1	494	0.1%
2	354	0.1%
3	280	0.1%
4	226	< 0.1%

Value	Count	Frequency (%)
28	58	< 0.1%
24	25	< 0.1%
23	24	< 0.1%
22	23	< 0.1%
20	22	< 0.1%

reviews_count
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	790
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.162782953
Minimum	0
Maximum	4334
Zeros	437152
Zeros (%)	92.1%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	4334
Range	4334
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	36.86815954
Coefficient of variation (CV)	17.04662944
Kurtosis	2565.864351
Mean	2.162782953
Median Absolute Deviation (MAD)	0
Skewness	41.98398272
Sum	1026061
Variance	1359.261188
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	437152	92.1%
1	14384	3.0%
2	5034	1.1%
3	2758	0.6%
4	1850	0.4%
5	1246	0.3%
6	968	0.2%
7	782	0.2%
8	666	0.1%
9	550	0.1%
Other values (780)	9027	1.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	437152	92.1%
1	14384	3.0%
2	5034	1.1%
3	2758	0.6%
4	1850	0.4%

Value	Count	Frequency (%)
4334	1	< 0.1%
3996	1	< 0.1%
3645	1	< 0.1%
3069	1	< 0.1%
3053	1	< 0.1%

platforms
Categorical

HIGH CARDINALITY

Distinct	5148
Distinct (%)	1.1%
Missing	3986
Missing (%)	0.8%
Memory size	3.6 MiB

PC	189284
Web	90951
iOS	57679
Android	17516
Linux\|\|macOS\|\|PC	11082
Other values (5143)	103919

Length

Max length	245
Median length	3
Mean length	5.657618227
Min length	2

Characters and Unicode

Total characters	2661519
Distinct characters	54
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3730 ?
Unique (%)	0.8%

Sample

1st row	PC\|\|macOS\|\|Xbox One\|\|PlayStation 4\|\|Nintendo Switch
2nd row	macOS\|\|PC\|\|Xbox One
3rd row	iOS
4th row	PC\|\|PlayStation 4
5th row	PC

Value	Count	Frequency (%)
PC	189284	39.9%
Web	90951	19.2%
iOS	57679	12.2%
Android	17516	3.7%
Linux\|\|macOS\|\|PC	11082	2.3%
PC\|\|macOS\|\|Linux	11015	2.3%
macOS\|\|PC	9924	2.1%
PC\|\|macOS	9431	2.0%
Web\|\|PC	6273	1.3%
Linux\|\|PC	3956	0.8%
Other values (5138)	63320	13.3%
(Missing)	3986	0.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
pc	189284	37.0%
web	90951	17.8%
ios	57679	11.3%
android	17516	3.4%
linux\|\|macos\|\|pc	11082	2.2%
pc\|\|macos\|\|linux	11015	2.2%
macos\|\|pc	9924	1.9%
pc\|\|macos	9431	1.8%
web\|\|pc	6273	1.2%
nintendo	4885	1.0%
Other values (3048)	102875	20.1%

Most occurring characters

Value	Count	Frequency (%)
\|	339004	12.7%
P	293959	11.0%
C	280250	10.5%
i	183667	6.9%
S	157999	5.9%
e	133626	5.0%
O	133398	5.0%
b	120153	4.5%
W	115238	4.3%
n	112015	4.2%
Other values (44)	792210	29.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1156523	43.5%
Uppercase Letter	1099577	41.3%
Math Symbol	339004	12.7%
Space Separator	40484	1.5%
Decimal Number	23501	0.9%
Other Punctuation	2132	0.1%
Dash Punctuation	298	< 0.1%

Most frequent character per category

Value	Count	Frequency (%)
i	183667	15.9%
e	133626	11.6%
b	120153	10.4%
n	112015	9.7%
a	98457	8.5%
d	77742	6.7%
o	71130	6.2%
m	70936	6.1%
c	68164	5.9%
x	50435	4.4%
Other values (12)	170198	14.7%

Value	Count	Frequency (%)
P	293959	26.7%
C	280250	25.5%
S	157999	14.4%
O	133398	12.1%
W	115238	10.5%
L	42882	3.9%
A	38870	3.5%
N	10180	0.9%
X	7729	0.7%
D	4618	0.4%
Other values (10)	14454	1.3%

Value	Count	Frequency (%)
3	8153	34.7%
4	5752	24.5%
0	3476	14.8%
6	3323	14.1%
2	2220	9.4%
8	351	1.5%
5	173	0.7%
7	53	0.2%

Value	Count	Frequency (%)
\|	339004	100.0%

Value	Count	Frequency (%)
	40484	100.0%

Value	Count	Frequency (%)
/	2132	100.0%

Value	Count	Frequency (%)
-	298	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2256100	84.8%
Common	405419	15.2%

Most frequent character per script

Value	Count	Frequency (%)
P	293959	13.0%
C	280250	12.4%
i	183667	8.1%
S	157999	7.0%
e	133626	5.9%
O	133398	5.9%
b	120153	5.3%
W	115238	5.1%
n	112015	5.0%
a	98457	4.4%
Other values (32)	627338	27.8%

Value	Count	Frequency (%)
\|	339004	83.6%
	40484	10.0%
3	8153	2.0%
4	5752	1.4%
0	3476	0.9%
6	3323	0.8%
2	2220	0.5%
/	2132	0.5%
8	351	0.1%
-	298	0.1%
Other values (2)	226	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2661519	100.0%

Most frequent character per block

Value	Count	Frequency (%)
\|	339004	12.7%
P	293959	11.0%
C	280250	10.5%
i	183667	6.9%
S	157999	5.9%
e	133626	5.0%
O	133398	5.0%
b	120153	4.5%
W	115238	4.3%
n	112015	4.2%
Other values (44)	792210	29.8%

developers
Categorical

HIGH CARDINALITY
MISSING

Distinct	213723
Distinct (%)	45.9%
Missing	8366
Missing (%)	1.8%
Memory size	3.6 MiB

Sony Interactive Entertainment	397
Big Fish Games	373
SEGA	348
Konami Digital Entertainment	317
Nintendo	290
Other values (213718)	464326

Length

Max length	1096
Median length	11
Mean length	12.74404518
Min length	1

Characters and Unicode

Total characters	5939375
Distinct characters	1762
Distinct categories	22 ?
Distinct scripts	15 ?
Distinct blocks	31 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	141732 ?
Unique (%)	30.4%

Sample

1st row	West Coast Software
2nd row	Soma Games
3rd row	Prettygreat Pty
4th row	Oasis Games\|\|Geronimo Interactive
5th row	Viking Tao

Value	Count	Frequency (%)
Sony Interactive Entertainment	397	0.1%
Big Fish Games	373	0.1%
SEGA	348	0.1%
Konami Digital Entertainment	317	0.1%
Nintendo	290	0.1%
Capcom	282	0.1%
Robert Brooks	239	0.1%
Square Enix	209	< 0.1%
Bandai Namco Entertainment	172	< 0.1%
HAMSTER	170	< 0.1%
Other values (213713)	463254	97.6%
(Missing)	8366	1.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
games	30574	4.1%
studios	9664	1.3%
studio	7099	1.0%
entertainment	5643	0.8%
software	4100	0.6%
game	3795	0.5%
interactive	3583	0.5%
the	2904	0.4%
	2856	0.4%
digital	1844	0.2%
Other values (201964)	667778	90.3%

Most occurring characters

Value	Count	Frequency (%)
e	504363	8.5%
a	495673	8.3%
i	361909	6.1%
o	355019	6.0%
n	317243	5.3%
r	308289	5.2%
	274050	4.6%
t	272271	4.6%
s	260444	4.4%
l	207984	3.5%
Other values (1752)	2582130	43.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4451493	74.9%
Uppercase Letter	962908	16.2%
Space Separator	274083	4.6%
Decimal Number	104399	1.8%
Math Symbol	94604	1.6%
Other Punctuation	21058	0.4%
Connector Punctuation	11368	0.2%
Dash Punctuation	9594	0.2%
Other Letter	6655	0.1%
Other Symbol	897	< 0.1%
Other values (12)	2316	< 0.1%

Most frequent character per category

Value	Count	Frequency (%)
作	153	2.3%
技	146	2.2%
公	146	2.2%
司	143	2.1%
有	142	2.1%
限	141	2.1%
游	128	1.9%
工	121	1.8%
科	118	1.8%
室	105	1.6%
Other values (1230)	5312	79.8%

Value	Count	Frequency (%)
e	504363	11.3%
a	495673	11.1%
i	361909	8.1%
o	355019	8.0%
n	317243	7.1%
r	308289	6.9%
t	272271	6.1%
s	260444	5.9%
l	207984	4.7%
m	180815	4.1%
Other values (166)	1187483	26.7%

Value	Count	Frequency (%)
S	101961	10.6%
G	84452	8.8%
A	66412	6.9%
M	59781	6.2%
T	55264	5.7%
C	53714	5.6%
D	51378	5.3%
B	43709	4.5%
E	43466	4.5%
P	43352	4.5%
Other values (110)	359419	37.3%

Value	Count	Frequency (%)
�	301	33.6%
©	208	23.2%
™	117	13.0%
®	63	7.0%
¦	53	5.9%
☆	13	1.4%
°	10	1.1%
✎	9	1.0%
✨	9	1.0%
△	8	0.9%
Other values (43)	106	11.8%

Value	Count	Frequency (%)
.	12432	59.0%
'	2119	10.1%
&	1371	6.5%
,	1217	5.8%
"	837	4.0%
!	772	3.7%
@	681	3.2%
/	497	2.4%
:	362	1.7%
?	109	0.5%
Other values (28)	661	3.1%

Value	Count	Frequency (%)
ー	35	19.9%
ⁿ	33	18.8%
ᶦ	21	11.9%
ﾟ	18	10.2%
ᵃ	14	8.0%
ˆ	11	6.2%
ᵈ	11	6.2%
ᵒ	11	6.2%
ᵉ	3	1.7%
ｰ	2	1.1%
Other values (14)	17	9.7%

Value	Count	Frequency (%)
̷	52	19.5%
̶	21	7.9%
̴	21	7.9%
̇	15	5.6%
̻	15	5.6%
͝	15	5.6%
͖	15	5.6%
̿	15	5.6%
̭	15	5.6%
̕	15	5.6%
Other values (8)	67	25.2%

Value	Count	Frequency (%)
\|	94200	99.6%
+	184	0.2%
~	83	0.1%
<	34	< 0.1%
>	30	< 0.1%
=	17	< 0.1%
∴	15	< 0.1%
±	14	< 0.1%
∞	13	< 0.1%
×	6	< 0.1%
Other values (7)	8	< 0.1%

Value	Count	Frequency (%)
³	52	31.7%
¼	38	23.2%
¾	17	10.4%
½	17	10.4%
²	16	9.8%
₉	10	6.1%
₇	5	3.0%
₂	4	2.4%
¹	3	1.8%
⁴	1	0.6%

Value	Count	Frequency (%)
1	18560	17.8%
0	16366	15.7%
2	14460	13.9%
3	11246	10.8%
9	8783	8.4%
4	8345	8.0%
7	7561	7.2%
5	6865	6.6%
8	6598	6.3%
6	5615	5.4%

Value	Count	Frequency (%)
(	350	59.4%
[	143	24.3%
„	33	5.6%
‚	28	4.8%
{	23	3.9%
（	9	1.5%
「	2	0.3%
《	1	0.2%

Value	Count	Frequency (%)
$	30	21.6%
¢	29	20.9%
£	25	18.0%
€	20	14.4%
¥	17	12.2%
¤	16	11.5%
₫	1	0.7%
₣	1	0.7%

Value	Count	Frequency (%)
¸	37	23.4%
^	33	20.9%
´	27	17.1%
`	24	15.2%
˜	23	14.6%
¨	10	6.3%
¯	4	2.5%

Value	Count	Frequency (%)
)	370	67.4%
]	143	26.0%
}	22	4.0%
）	10	1.8%
」	2	0.4%
》	2	0.4%

Value	Count	Frequency (%)
-	9556	99.6%
—	18	0.2%
–	17	0.2%
‐	2	< 0.1%
〜	1	< 0.1%

Value	Count	Frequency (%)
	64	75.3%
‎	16	18.8%
	3	3.5%
	1	1.2%
⁢	1	1.2%

Value	Count	Frequency (%)
’	38	40.9%
›	36	38.7%
”	10	10.8%
»	9	9.7%

Value	Count	Frequency (%)
“	34	38.2%
‘	27	30.3%
«	20	22.5%
‹	8	9.0%

Value	Count	Frequency (%)
	274050	> 99.9%
	29	< 0.1%
	4	< 0.1%

Value	Count	Frequency (%)
ि	3	50.0%
ी	3	50.0%

Value	Count	Frequency (%)
	1	50.0%
	1	50.0%

Value	Count	Frequency (%)
_	11368	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5410207	91.1%
Common	517944	8.7%
Han	5279	0.1%
Cyrillic	4236	0.1%
Katakana	563	< 0.1%
Hiragana	422	< 0.1%
Inherited	260	< 0.1%
Hangul	212	< 0.1%
Greek	97	< 0.1%
Arabic	90	< 0.1%
Other values (5)	65	< 0.1%

Most frequent character per script

Value	Count	Frequency (%)
作	153	2.9%
技	146	2.8%
公	146	2.8%
司	143	2.7%
有	142	2.7%
限	141	2.7%
游	128	2.4%
工	121	2.3%
科	118	2.2%
室	105	2.0%
Other values (1008)	3936	74.6%

Value	Count	Frequency (%)
e	504363	9.3%
a	495673	9.2%
i	361909	6.7%
o	355019	6.6%
n	317243	5.9%
r	308289	5.7%
t	272271	5.0%
s	260444	4.8%
l	207984	3.8%
m	180815	3.3%
Other values (211)	2146197	39.7%

Value	Count	Frequency (%)
	274050	52.9%
\|	94200	18.2%
1	18560	3.6%
0	16366	3.2%
2	14460	2.8%
.	12432	2.4%
_	11368	2.2%
3	11246	2.2%
-	9556	1.8%
9	8783	1.7%
Other values (182)	46923	9.1%

Value	Count	Frequency (%)
이	27	12.7%
플	13	6.1%
레	13	6.1%
아	9	4.2%
대	6	2.8%
프	6	2.8%
늑	5	2.4%
머	5	2.4%
리	5	2.4%
티	5	2.4%
Other values (58)	118	55.7%

Value	Count	Frequency (%)
ス	43	7.6%
ン	29	5.2%
ア	29	5.2%
リ	29	5.2%
イ	26	4.6%
ド	22	3.9%
レ	21	3.7%
ル	20	3.6%
シ	19	3.4%
フ	18	3.2%
Other values (56)	307	54.5%

Value	Count	Frequency (%)
и	340	8.0%
а	310	7.3%
е	290	6.8%
о	254	6.0%
р	246	5.8%
т	235	5.5%
л	228	5.4%
н	220	5.2%
в	193	4.6%
к	167	3.9%
Other values (55)	1753	41.4%

Value	Count	Frequency (%)
ん	49	11.6%
み	33	7.8%
お	33	7.8%
に	25	5.9%
と	21	5.0%
い	16	3.8%
ま	15	3.6%
ら	14	3.3%
し	12	2.8%
る	12	2.8%
Other values (42)	192	45.5%

Value	Count	Frequency (%)
ن	9	10.0%
ا	9	10.0%
د	7	7.8%
ی	7	7.8%
ل	5	5.6%
و	5	5.6%
ع	5	5.6%
ه	5	5.6%
ب	4	4.4%
م	4	4.4%
Other values (15)	30	33.3%

Value	Count	Frequency (%)
Λ	28	28.9%
Ξ	15	15.5%
α	9	9.3%
ι	6	6.2%
Δ	6	6.2%
σ	5	5.2%
π	4	4.1%
ε	3	3.1%
ν	2	2.1%
θ	2	2.1%
Other values (14)	17	17.5%

Value	Count	Frequency (%)
̷	52	20.0%
̶	21	8.1%
̴	21	8.1%
̇	15	5.8%
̻	15	5.8%
͝	15	5.8%
͖	15	5.8%
̿	15	5.8%
̭	15	5.8%
̕	15	5.8%
Other values (6)	61	23.5%

Value	Count	Frequency (%)
र	9	30.0%
प	3	10.0%
्	3	10.0%
े	3	10.0%
क	3	10.0%
ग	3	10.0%
ि	3	10.0%
ी	3	10.0%

Value	Count	Frequency (%)
ה	10	50.0%
י	5	25.0%
ו	5	25.0%

Value	Count	Frequency (%)
ะ	4	50.0%
ก	4	50.0%

Value	Count	Frequency (%)
ㄖ	2	100.0%

Value	Count	Frequency (%)
⠀	5	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5920101	99.7%
None	6971	0.1%
CJK	5279	0.1%
Cyrillic	4236	0.1%
Katakana	594	< 0.1%
Hiragana	422	< 0.1%
Punctuation	357	< 0.1%
Specials	301	< 0.1%
Diacriticals	260	< 0.1%
Hangul	212	< 0.1%
Other values (21)	642	< 0.1%

Most frequent character per block

Value	Count	Frequency (%)
e	504363	8.5%
a	495673	8.4%
i	361909	6.1%
o	355019	6.0%
n	317243	5.4%
r	308289	5.2%
	274050	4.6%
t	272271	4.6%
s	260444	4.4%
l	207984	3.5%
Other values (87)	2562856	43.3%

Value	Count	Frequency (%)
é	843	12.1%
Ã	694	10.0%
í	383	5.5%
á	365	5.2%
ó	219	3.1%
©	208	3.0%
ğ	185	2.7%
Ÿ	176	2.5%
ç	164	2.4%
ı	153	2.2%
Other values (214)	3581	51.4%

Value	Count	Frequency (%)
作	153	2.9%
技	146	2.8%
公	146	2.8%
司	143	2.7%
有	142	2.7%
限	141	2.7%
游	128	2.4%
工	121	2.3%
科	118	2.2%
室	105	2.0%
Other values (1008)	3936	74.6%

Value	Count	Frequency (%)
ス	43	7.2%
ー	35	5.9%
ン	29	4.9%
ア	29	4.9%
リ	29	4.9%
イ	26	4.4%
ド	22	3.7%
レ	21	3.5%
ル	20	3.4%
シ	19	3.2%
Other values (54)	321	54.0%

Value	Count	Frequency (%)
™	117	95.1%
ℓ	4	3.3%
℃	1	0.8%
℗	1	0.8%

Value	Count	Frequency (%)
✎	9	25.7%
✨	9	25.7%
❅	6	17.1%
✩	2	5.7%
❀	2	5.7%
✧	2	5.7%
✠	2	5.7%
✋	1	2.9%
✦	1	2.9%
✰	1	2.9%

Value	Count	Frequency (%)
’	38	10.6%
›	36	10.1%
“	34	9.5%
„	33	9.2%
•	31	8.7%
‚	28	7.8%
‘	27	7.6%
…	24	6.7%
†	18	5.0%
—	18	5.0%
Other values (9)	70	19.6%

Value	Count	Frequency (%)
△	8	30.8%
○	6	23.1%
□	5	19.2%
◆	2	7.7%
●	2	7.7%
►	2	7.7%
■	1	3.8%

Value	Count	Frequency (%)
€	20	90.9%
₫	1	4.5%
₣	1	4.5%

Value	Count	Frequency (%)
☆	13	22.8%
♥	8	14.0%
★	8	14.0%
☛	6	10.5%
☣	4	7.0%
♢	4	7.0%
♂	3	5.3%
♡	3	5.3%
☃	2	3.5%
⛧	2	3.5%
Other values (4)	4	7.0%

Value	Count	Frequency (%)
�	301	100.0%

Value	Count	Frequency (%)
∴	15	48.4%
∞	13	41.9%
∁	1	3.2%
∆	1	3.2%
⋈	1	3.2%

Value	Count	Frequency (%)
이	27	12.7%
플	13	6.1%
레	13	6.1%
아	9	4.2%
대	6	2.8%
프	6	2.8%
늑	5	2.4%
머	5	2.4%
리	5	2.4%
티	5	2.4%
Other values (58)	118	55.7%

Value	Count	Frequency (%)
˜	23	52.3%
ˆ	11	25.0%
ˢ	2	4.5%
ʳ	1	2.3%
ʷ	1	2.3%
ʸ	1	2.3%
ː	1	2.3%
ˋ	1	2.3%
ˏ	1	2.3%
ˎ	1	2.3%

Value	Count	Frequency (%)
↓	2	40.0%
←	1	20.0%
↑	1	20.0%
→	1	20.0%

Value	Count	Frequency (%)
ᴀ	15	22.4%
ᵃ	14	20.9%
ᵈ	11	16.4%
ᵒ	11	16.4%
ᵉ	3	4.5%
ᴘ	2	3.0%
ᴍ	2	3.0%
ᴳ	2	3.0%
ᵐ	2	3.0%
ᴄ	2	3.0%
Other values (3)	3	4.5%

Value	Count	Frequency (%)
ɪ	7	33.3%
ʀ	6	28.6%
ʙ	5	23.8%
ʟ	2	9.5%
ɛ	1	4.8%

Value	Count	Frequency (%)
̷	52	20.0%
̶	21	8.1%
̴	21	8.1%
̇	15	5.8%
̻	15	5.8%
͝	15	5.8%
͖	15	5.8%
̿	15	5.8%
̭	15	5.8%
̕	15	5.8%
Other values (6)	61	23.5%

Value	Count	Frequency (%)
и	340	8.0%
а	310	7.3%
е	290	6.8%
о	254	6.0%
р	246	5.8%
т	235	5.5%
л	228	5.4%
н	220	5.2%
в	193	4.6%
к	167	3.9%
Other values (55)	1753	41.4%

Value	Count	Frequency (%)
ん	49	11.6%
み	33	7.8%
お	33	7.8%
に	25	5.9%
と	21	5.0%
い	16	3.8%
ま	15	3.6%
ら	14	3.3%
し	12	2.8%
る	12	2.8%
Other values (42)	192	45.5%

Value	Count	Frequency (%)
ᶦ	21	95.5%
ᶰ	1	4.5%

Value	Count	Frequency (%)
ن	9	10.0%
ا	9	10.0%
د	7	7.8%
ی	7	7.8%
ل	5	5.6%
و	5	5.6%
ع	5	5.6%
ه	5	5.6%
ب	4	4.4%
م	4	4.4%
Other values (15)	30	33.3%

Value	Count	Frequency (%)
ạ	3	23.1%
ṇ	3	23.1%
ḍ	3	23.1%
Ḝ	1	7.7%
ễ	1	7.7%
ứ	1	7.7%
ấ	1	7.7%

Value	Count	Frequency (%)
र	9	30.0%
प	3	10.0%
्	3	10.0%
े	3	10.0%
क	3	10.0%
ग	3	10.0%
ि	3	10.0%
ी	3	10.0%

Value	Count	Frequency (%)
ה	10	50.0%
י	5	25.0%
ו	5	25.0%

Value	Count	Frequency (%)
ㄖ	2	100.0%

Value	Count	Frequency (%)
⠀	5	100.0%

Value	Count	Frequency (%)
ะ	4	50.0%
ก	4	50.0%

Value	Count	Frequency (%)
─	2	20.0%
└	1	10.0%
╒	1	10.0%
┌	1	10.0%
╘	1	10.0%
╕	1	10.0%
┬	1	10.0%
├	1	10.0%
┤	1	10.0%

Value	Count	Frequency (%)
▒	5	71.4%
░	1	14.3%
▀	1	14.3%

Value	Count	Frequency (%)
᠃	4	100.0%

genres
Categorical

HIGH CARDINALITY
MISSING

Distinct	1968
Distinct (%)	0.5%
Missing	103185
Missing (%)	21.7%
Memory size	3.6 MiB

Action	45464
Platformer	34158
Puzzle	32337
Adventure	28169
Shooter	19276
Other values (1963)	211828

Length

Max length	185
Median length	10
Mean length	11.92895278
Min length	3

Characters and Unicode

Total characters	4428409
Distinct characters	33
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	775 ?
Unique (%)	0.2%

Sample

1st row	Adventure\|\|Puzzle
2nd row	Simulation\|\|Indie
3rd row	Adventure\|\|Arcade
4th row	Action\|\|Indie
5th row	RPG\|\|Strategy\|\|Massively Multiplayer

Value	Count	Frequency (%)
Action	45464	9.6%
Platformer	34158	7.2%
Puzzle	32337	6.8%
Adventure	28169	5.9%
Shooter	19276	4.1%
Simulation	16599	3.5%
Strategy	13615	2.9%
RPG	11434	2.4%
Action\|\|Shooter	7075	1.5%
Arcade	6183	1.3%
Other values (1958)	156922	33.1%
(Missing)	103185	21.7%

Histogram of lengths of the category

Value	Count	Frequency (%)
action	45464	11.9%
platformer	34158	9.0%
puzzle	32337	8.5%
adventure	28169	7.4%
shooter	19276	5.1%
simulation	16599	4.4%
strategy	13615	3.6%
rpg	11434	3.0%
action\|\|shooter	7075	1.9%
arcade	6183	1.6%
Other values (1814)	166716	43.8%

Most occurring characters

Value	Count	Frequency (%)
t	392999	8.9%
\|	386308	8.7%
e	380589	8.6%
o	285472	6.4%
r	285304	6.4%
n	278392	6.3%
i	263021	5.9%
a	261366	5.9%
u	206697	4.7%
A	196486	4.4%
Other values (23)	1491775	33.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3394231	76.6%
Uppercase Letter	638076	14.4%
Math Symbol	386308	8.7%
Space Separator	9794	0.2%

Most frequent character per category

Value	Count	Frequency (%)
t	392999	11.6%
e	380589	11.2%
o	285472	8.4%
r	285304	8.4%
n	278392	8.2%
i	263021	7.7%
a	261366	7.7%
u	206697	6.1%
l	192605	5.7%
c	148294	4.4%
Other values (10)	699492	20.6%

Value	Count	Frequency (%)
A	196486	30.8%
P	135754	21.3%
S	121357	19.0%
R	48413	7.6%
G	39453	6.2%
I	33157	5.2%
C	32276	5.1%
F	11542	1.8%
E	7555	1.2%
B	7505	1.2%

Value	Count	Frequency (%)
\|	386308	100.0%

Value	Count	Frequency (%)
	9794	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4032307	91.1%
Common	396102	8.9%

Most frequent character per script

Value	Count	Frequency (%)
t	392999	9.7%
e	380589	9.4%
o	285472	7.1%
r	285304	7.1%
n	278392	6.9%
i	263021	6.5%
a	261366	6.5%
u	206697	5.1%
A	196486	4.9%
l	192605	4.8%
Other values (21)	1289376	32.0%

Value	Count	Frequency (%)
\|	386308	97.5%
	9794	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4428409	100.0%

Most frequent character per block

Value	Count	Frequency (%)
t	392999	8.9%
\|	386308	8.7%
e	380589	8.6%
o	285472	6.4%
r	285304	6.4%
n	278392	6.3%
i	263021	5.9%
a	261366	5.9%
u	206697	4.7%
A	196486	4.4%
Other values (23)	1491775	33.7%

publishers
Categorical

HIGH CARDINALITY
MISSING

Distinct	45452
Distinct (%)	32.2%
Missing	333384
Missing (%)	70.3%
Memory size	3.6 MiB

Nintendo	994
Electronic Arts	948
Ubisoft Entertainment	859
SEGA	852
Big Fish Games	777
Other values (45447)	136603

Length

Max length	430
Median length	13
Mean length	15.2910879
Min length	1

Characters and Unicode

Total characters	2156548
Distinct characters	1259
Distinct categories	20 ?
Distinct scripts	9 ?
Distinct blocks	16 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	31425 ?
Unique (%)	22.3%

Sample

1st row	West Coast Software
2nd row	Immanitas Entertainment\|\|Code-Monkeys
3rd row	Prettygreat Pty
4th row	Geronimo Interactive
5th row	Viking Tao

Value	Count	Frequency (%)
Nintendo	994	0.2%
Electronic Arts	948	0.2%
Ubisoft Entertainment	859	0.2%
SEGA	852	0.2%
Big Fish Games	777	0.2%
Konami	578	0.1%
Activision Blizzard	534	0.1%
Capcom	441	0.1%
Square Enix	371	0.1%
Bandai Namco Entertainment	335	0.1%
Other values (45442)	134344	28.3%
(Missing)	333384	70.3%

Histogram of lengths of the category

Value	Count	Frequency (%)
games	16805	5.6%
entertainment	6327	2.1%
studios	4710	1.6%
interactive	4160	1.4%
studio	3461	1.2%
software	2751	0.9%
co	1928	0.6%
nguyen	1786	0.6%
game	1654	0.6%
technology	1581	0.5%
Other values (42794)	255065	85.0%

Most occurring characters

Value	Count	Frequency (%)
e	168886	7.8%
a	163013	7.6%
	159269	7.4%
i	135748	6.3%
n	122977	5.7%
o	115114	5.3%
t	113615	5.3%
r	96496	4.5%
s	83535	3.9%
m	64917	3.0%
Other values (1249)	932978	43.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1487691	69.0%
Uppercase Letter	459441	21.3%
Space Separator	159271	7.4%
Math Symbol	26162	1.2%
Other Punctuation	8819	0.4%
Decimal Number	7611	0.4%
Other Letter	3959	0.2%
Dash Punctuation	2439	0.1%
Connector Punctuation	342	< 0.1%
Close Punctuation	313	< 0.1%
Other values (10)	500	< 0.1%

Most frequent character per category

Value	Count	Frequency (%)
作	114	2.9%
公	98	2.5%
游	95	2.4%
有	95	2.4%
技	94	2.4%
限	94	2.4%
司	94	2.4%
科	93	2.3%
工	90	2.3%
室	87	2.2%
Other values (958)	3005	75.9%

Value	Count	Frequency (%)
e	168886	11.4%
a	163013	11.0%
i	135748	9.1%
n	122977	8.3%
o	115114	7.7%
t	113615	7.6%
r	96496	6.5%
s	83535	5.6%
m	64917	4.4%
l	58604	3.9%
Other values (101)	364786	24.5%

Value	Count	Frequency (%)
S	45973	10.0%
G	37712	8.2%
A	35645	7.8%
E	30766	6.7%
T	27583	6.0%
M	25191	5.5%
I	24492	5.3%
C	22645	4.9%
N	20948	4.6%
P	19409	4.2%
Other values (68)	169077	36.8%

Value	Count	Frequency (%)
.	5327	60.4%
,	1423	16.1%
'	722	8.2%
&	691	7.8%
/	186	2.1%
!	132	1.5%
:	110	1.2%
"	90	1.0%
;	40	0.5%
?	28	0.3%
Other values (18)	70	0.8%

Value	Count	Frequency (%)
�	48	44.4%
™	28	25.9%
®	15	13.9%
©	6	5.6%
♂	2	1.9%
☆	2	1.9%
✠	2	1.9%
▲	2	1.9%
℃	1	0.9%
°	1	0.9%

Value	Count	Frequency (%)
1	1361	17.9%
2	1266	16.6%
3	994	13.1%
0	818	10.7%
5	768	10.1%
4	625	8.2%
7	547	7.2%
8	544	7.1%
9	356	4.7%
6	332	4.4%

Value	Count	Frequency (%)
\|	26069	99.6%
+	48	0.2%
=	30	0.1%
±	5	< 0.1%
~	5	< 0.1%
>	2	< 0.1%
×	1	< 0.1%
<	1	< 0.1%
¬	1	< 0.1%

Value	Count	Frequency (%)
(	281	90.4%
[	12	3.9%
（	9	2.9%
{	3	1.0%
‚	3	1.0%
„	2	0.6%
《	1	0.3%

Value	Count	Frequency (%)
)	285	91.1%
]	13	4.2%
）	10	3.2%
}	3	1.0%
》	2	0.6%

Value	Count	Frequency (%)
¸	10	58.8%
`	2	11.8%
˜	2	11.8%
´	2	11.8%
^	1	5.9%

Value	Count	Frequency (%)
¼	2	33.3%
²	1	16.7%
¾	1	16.7%
³	1	16.7%
¹	1	16.7%

Value	Count	Frequency (%)
	159269	> 99.9%
	1	< 0.1%
	1	< 0.1%

Value	Count	Frequency (%)
	1	33.3%
‬	1	33.3%
	1	33.3%

Value	Count	Frequency (%)
ー	10	52.6%
ﾟ	8	42.1%
ゞ	1	5.3%

Value	Count	Frequency (%)
“	8	61.5%
‘	4	30.8%
«	1	7.7%

Value	Count	Frequency (%)
¢	8	47.1%
€	8	47.1%
$	1	5.9%

Value	Count	Frequency (%)
-	2436	99.9%
–	3	0.1%

Value	Count	Frequency (%)
”	2	50.0%
»	2	50.0%

Value	Count	Frequency (%)
	1	50.0%
	1	50.0%

Value	Count	Frequency (%)
_	342	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1945558	90.2%
Common	205457	9.5%
Han	3689	0.2%
Cyrillic	1561	0.1%
Hiragana	124	< 0.1%
Katakana	97	< 0.1%
Hangul	41	< 0.1%
Greek	13	< 0.1%
Arabic	8	< 0.1%

Most frequent character per script

Value	Count	Frequency (%)
作	114	3.1%
公	98	2.7%
游	95	2.6%
有	95	2.6%
技	94	2.5%
限	94	2.5%
司	94	2.5%
科	93	2.5%
工	90	2.4%
室	87	2.4%
Other values (847)	2735	74.1%

Value	Count	Frequency (%)
e	168886	8.7%
a	163013	8.4%
i	135748	7.0%
n	122977	6.3%
o	115114	5.9%
t	113615	5.8%
r	96496	5.0%
s	83535	4.3%
m	64917	3.3%
l	58604	3.0%
Other values (112)	822653	42.3%

Value	Count	Frequency (%)
	159269	77.5%
\|	26069	12.7%
.	5327	2.6%
-	2436	1.2%
,	1423	0.7%
1	1361	0.7%
2	1266	0.6%
3	994	0.5%
0	818	0.4%
5	768	0.4%
Other values (92)	5726	2.8%

Value	Count	Frequency (%)
и	173	11.1%
е	132	8.5%
о	119	7.6%
а	87	5.6%
в	77	4.9%
р	76	4.9%
К	72	4.6%
с	71	4.5%
т	67	4.3%
л	67	4.3%
Other values (45)	620	39.7%

Value	Count	Frequency (%)
と	13	10.5%
て	10	8.1%
き	8	6.5%
い	8	6.5%
っ	7	5.6%
の	7	5.6%
く	6	4.8%
る	6	4.8%
ち	6	4.8%
さ	4	3.2%
Other values (29)	49	39.5%

Value	Count	Frequency (%)
ス	8	8.2%
オ	6	6.2%
レ	6	6.2%
ン	4	4.1%
タ	4	4.1%
ジ	4	4.1%
ト	4	4.1%
リ	4	4.1%
テ	4	4.1%
ア	4	4.1%
Other values (25)	49	50.5%

Value	Count	Frequency (%)
창	4	9.8%
채	3	7.3%
터	2	4.9%
치	2	4.9%
붙	2	4.9%
박	2	4.9%
이	2	4.9%
별	2	4.9%
나	2	4.9%
수	1	2.4%
Other values (19)	19	46.3%

Value	Count	Frequency (%)
ε	2	15.4%
Σ	1	7.7%
μ	1	7.7%
ι	1	7.7%
ό	1	7.7%
ν	1	7.7%
Ο	1	7.7%
ύ	1	7.7%
γ	1	7.7%
λ	1	7.7%
Other values (2)	2	15.4%

Value	Count	Frequency (%)
ن	1	12.5%
ق	1	12.5%
ش	1	12.5%
ا	1	12.5%
ل	1	12.5%
ض	1	12.5%
و	1	12.5%
ء	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2150141	99.7%
CJK	3689	0.2%
Cyrillic	1561	0.1%
None	747	< 0.1%
Hiragana	124	< 0.1%
Katakana	110	< 0.1%
Specials	48	< 0.1%
Hangul	41	< 0.1%
Punctuation	31	< 0.1%
Letterlike Symbols	29	< 0.1%
Other values (6)	27	< 0.1%

Most frequent character per block

Value	Count	Frequency (%)
e	168886	7.9%
a	163013	7.6%
	159269	7.4%
i	135748	6.3%
n	122977	5.7%
o	115114	5.4%
t	113615	5.3%
r	96496	4.5%
s	83535	3.9%
m	64917	3.0%
Other values (87)	926571	43.1%

Value	Count	Frequency (%)
é	98	13.1%
ö	39	5.2%
ü	32	4.3%
ğ	28	3.7%
í	26	3.5%
ø	26	3.5%
ł	25	3.3%
á	22	2.9%
ô	22	2.9%
ı	21	2.8%
Other values (105)	408	54.6%

Value	Count	Frequency (%)
作	114	3.1%
公	98	2.7%
游	95	2.6%
有	95	2.6%
技	94	2.5%
限	94	2.5%
司	94	2.5%
科	93	2.5%
工	90	2.4%
室	87	2.4%
Other values (847)	2735	74.1%

Value	Count	Frequency (%)
と	13	10.5%
て	10	8.1%
き	8	6.5%
い	8	6.5%
っ	7	5.6%
の	7	5.6%
く	6	4.8%
る	6	4.8%
ち	6	4.8%
さ	4	3.2%
Other values (29)	49	39.5%

Value	Count	Frequency (%)
™	28	96.6%
℃	1	3.4%

Value	Count	Frequency (%)
ن	1	12.5%
ق	1	12.5%
ش	1	12.5%
ا	1	12.5%
ل	1	12.5%
ض	1	12.5%
و	1	12.5%
ء	1	12.5%

Value	Count	Frequency (%)
и	173	11.1%
е	132	8.5%
о	119	7.6%
а	87	5.6%
в	77	4.9%
р	76	4.9%
К	72	4.6%
с	71	4.5%
т	67	4.3%
л	67	4.3%
Other values (45)	620	39.7%

Value	Count	Frequency (%)
“	8	25.8%
‘	4	12.9%
‚	3	9.7%
–	3	9.7%
•	3	9.7%
„	2	6.5%
”	2	6.5%
‰	1	3.2%
‬	1	3.2%
…	1	3.2%
Other values (3)	3	9.7%

Value	Count	Frequency (%)
ー	10	9.1%
ス	8	7.3%
オ	6	5.5%
レ	6	5.5%
・	4	3.6%
ン	4	3.6%
タ	4	3.6%
ジ	4	3.6%
ト	4	3.6%
リ	4	3.6%
Other values (26)	56	50.9%

Value	Count	Frequency (%)
�	48	100.0%

Value	Count	Frequency (%)
♂	2	50.0%
☆	2	50.0%

Value	Count	Frequency (%)
창	4	9.8%
채	3	7.3%
터	2	4.9%
치	2	4.9%
붙	2	4.9%
박	2	4.9%
이	2	4.9%
별	2	4.9%
나	2	4.9%
수	1	2.4%
Other values (19)	19	46.3%

Value	Count	Frequency (%)
▲	2	66.7%
◆	1	33.3%

Value	Count	Frequency (%)
✠	2	100.0%

Value	Count	Frequency (%)
˜	2	100.0%

Value	Count	Frequency (%)
€	8	100.0%

esrb_rating
Categorical

MISSING

Distinct	6
Distinct (%)	< 0.1%
Missing	418553
Missing (%)	88.2%
Memory size	3.6 MiB

Everyone 10+	36682
Teen	10031
Mature	4859
Everyone	3837
Adults Only	405

Length

Max length	14
Median length	12
Mean length	9.761438493
Min length	4

Characters and Unicode

Total characters	545313
Distinct characters	25
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Everyone 10+
2nd row	Everyone
3rd row	Everyone 10+
4th row	Teen
5th row	Teen

Value	Count	Frequency (%)
Everyone 10+	36682	7.7%
Teen	10031	2.1%
Mature	4859	1.0%
Everyone	3837	0.8%
Adults Only	405	0.1%
Rating Pending	50	< 0.1%
(Missing)	418553	88.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
everyone	40519	43.6%
10	36682	39.4%
teen	10031	10.8%
mature	4859	5.2%
adults	405	0.4%
only	405	0.4%
pending	50	0.1%
rating	50	0.1%

Most occurring characters

Value	Count	Frequency (%)
e	106009	19.4%
n	51105	9.4%
r	45378	8.3%
y	40924	7.5%
E	40519	7.4%
v	40519	7.4%
o	40519	7.4%
	37137	6.8%
1	36682	6.7%
0	36682	6.7%
Other values (15)	69839	12.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	341811	62.7%
Decimal Number	73364	13.5%
Uppercase Letter	56319	10.3%
Space Separator	37137	6.8%
Math Symbol	36682	6.7%

Most frequent character per category

Value	Count	Frequency (%)
e	106009	31.0%
n	51105	15.0%
r	45378	13.3%
y	40924	12.0%
v	40519	11.9%
o	40519	11.9%
t	5314	1.6%
u	5264	1.5%
a	4909	1.4%
l	810	0.2%
Other values (4)	1060	0.3%

Value	Count	Frequency (%)
E	40519	71.9%
T	10031	17.8%
M	4859	8.6%
A	405	0.7%
O	405	0.7%
R	50	0.1%
P	50	0.1%

Value	Count	Frequency (%)
1	36682	50.0%
0	36682	50.0%

Value	Count	Frequency (%)
	37137	100.0%

Value	Count	Frequency (%)
+	36682	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	398130	73.0%
Common	147183	27.0%

Most frequent character per script

Value	Count	Frequency (%)
e	106009	26.6%
n	51105	12.8%
r	45378	11.4%
y	40924	10.3%
E	40519	10.2%
v	40519	10.2%
o	40519	10.2%
T	10031	2.5%
t	5314	1.3%
u	5264	1.3%
Other values (11)	12548	3.2%

Value	Count	Frequency (%)
	37137	25.2%
1	36682	24.9%
0	36682	24.9%
+	36682	24.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	545313	100.0%

Most frequent character per block

Value	Count	Frequency (%)
e	106009	19.4%
n	51105	9.4%
r	45378	8.3%
y	40924	7.5%
E	40519	7.4%
v	40519	7.4%
o	40519	7.4%
	37137	6.8%
1	36682	6.7%
0	36682	6.7%
Other values (15)	69839	12.8%

added_status_yet
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	343
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.6850302582
Minimum	0
Maximum	635
Zeros	450434
Zeros (%)	94.9%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	635
Range	635
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9.012424022
Coefficient of variation (CV)	13.15624225
Kurtosis	1040.250813
Mean	0.6850302582
Median Absolute Deviation (MAD)	0
Skewness	27.88984876
Sum	324990
Variance	81.22378675
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	450434	94.9%
1	9151	1.9%
2	3347	0.7%
3	1919	0.4%
4	1226	0.3%
5	853	0.2%
6	670	0.1%
7	517	0.1%
8	416	0.1%
9	394	0.1%
Other values (333)	5490	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	450434	94.9%
1	9151	1.9%
2	3347	0.7%
3	1919	0.4%
4	1226	0.3%

Value	Count	Frequency (%)
635	1	< 0.1%
551	1	< 0.1%
538	1	< 0.1%
533	1	< 0.1%
532	1	< 0.1%

added_status_owned
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	1861
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	11.25141806
Minimum	0
Maximum	8298
Zeros	415331
Zeros (%)	87.5%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	8
Maximum	8298
Range	8298
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	128.531595
Coefficient of variation (CV)	11.42359073
Kurtosis	834.7987795
Mean	11.25141806
Median Absolute Deviation (MAD)	0
Skewness	24.63380046
Sum	5337864
Variance	16520.37091
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	415331	87.5%
1	18334	3.9%
2	6435	1.4%
3	4356	0.9%
4	2520	0.5%
5	1556	0.3%
6	1119	0.2%
7	869	0.2%
8	792	0.2%
9	621	0.1%
Other values (1851)	22484	4.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	415331	87.5%
1	18334	3.9%
2	6435	1.4%
3	4356	0.9%
4	2520	0.5%

Value	Count	Frequency (%)
8298	1	< 0.1%
7821	1	< 0.1%
7708	1	< 0.1%
7506	1	< 0.1%
7299	1	< 0.1%

added_status_beaten
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	634
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.361485781
Minimum	0
Maximum	3533
Zeros	447076
Zeros (%)	94.2%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	3533
Range	3533
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	28.51972469
Coefficient of variation (CV)	20.94750094
Kurtosis	3576.23793
Mean	1.361485781
Median Absolute Deviation (MAD)	0
Skewness	50.7065118
Sum	645912
Variance	813.3746965
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	447076	94.2%
1	10452	2.2%
2	4741	1.0%
3	2185	0.5%
4	1289	0.3%
5	911	0.2%
6	702	0.1%
7	516	0.1%
8	415	0.1%
9	373	0.1%
Other values (624)	5757	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	447076	94.2%
1	10452	2.2%
2	4741	1.0%
3	2185	0.5%
4	1289	0.3%

Value	Count	Frequency (%)
3533	1	< 0.1%
3414	1	< 0.1%
3088	1	< 0.1%
2820	1	< 0.1%
2759	1	< 0.1%

added_status_toplay
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	294
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4307666041
Minimum	0
Maximum	2325
Zeros	446474
Zeros (%)	94.1%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	2325
Range	2325
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8.970948356
Coefficient of variation (CV)	20.82554282
Kurtosis	13549.54129
Mean	0.4307666041
Median Absolute Deviation (MAD)	0
Skewness	85.48676318
Sum	204363
Variance	80.47791441
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	446474	94.1%
1	14297	3.0%
2	5853	1.2%
3	1891	0.4%
4	1076	0.2%
5	661	0.1%
6	492	0.1%
7	340	0.1%
8	253	0.1%
9	234	< 0.1%
Other values (284)	2846	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	446474	94.1%
1	14297	3.0%
2	5853	1.2%
3	1891	0.4%
4	1076	0.2%

Value	Count	Frequency (%)
2325	1	< 0.1%
1231	1	< 0.1%
1173	1	< 0.1%
1092	1	< 0.1%
903	1	< 0.1%

added_status_dropped
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	368
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.6780996465
Minimum	0
Maximum	1092
Zeros	450536
Zeros (%)	95.0%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1092
Range	1092
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	10.48497671
Coefficient of variation (CV)	15.4622949
Kurtosis	2233.273319
Mean	0.6780996465
Median Absolute Deviation (MAD)	0
Skewness	38.93530996
Sum	321702
Variance	109.9347366
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	450536	95.0%
1	9791	2.1%
2	3294	0.7%
3	1797	0.4%
4	1214	0.3%
5	819	0.2%
6	686	0.1%
7	503	0.1%
8	466	0.1%
9	376	0.1%
Other values (358)	4935	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	450536	95.0%
1	9791	2.1%
2	3294	0.7%
3	1797	0.4%
4	1214	0.3%

Value	Count	Frequency (%)
1092	1	< 0.1%
1056	1	< 0.1%
988	1	< 0.1%
869	1	< 0.1%
838	1	< 0.1%

added_status_playing
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	188
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1490271217
Minimum	0
Maximum	644
Zeros	464939
Zeros (%)	98.0%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	644
Range	644
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.911149012
Coefficient of variation (CV)	26.24454507
Kurtosis	7678.888013
Mean	0.1490271217
Median Absolute Deviation (MAD)	0
Skewness	72.95285179
Sum	70701
Variance	15.29708659
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	464939	98.0%
1	5072	1.1%
2	1303	0.3%
3	622	0.1%
4	397	0.1%
5	256	0.1%
6	197	< 0.1%
7	174	< 0.1%
8	127	< 0.1%
9	106	< 0.1%
Other values (178)	1224	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	464939	98.0%
1	5072	1.1%
2	1303	0.3%
3	622	0.1%
4	397	0.1%

Value	Count	Frequency (%)
644	1	< 0.1%
642	1	< 0.1%
559	1	< 0.1%
497	1	< 0.1%
415	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	id	slug	name	metacritic	released	tba	updated	website	rating_top	playtime	achievements_count	ratings_count	suggestions_count	reviews_count	platforms	developers	genres	publishers	esrb_rating	added_status_yet	added_status_owned	added_status_beaten	added_status_toplay	added_status_dropped
0	1	dgeneration-hd	D/Generation HD	NaN	2015-10-23	False	2019-09-17T11:58:57	http://dgeneration.net	0	1	80	2	292	4	PC\|\|macOS\|\|Xbox One\|\|PlayStation 4\|\|Nintendo Switch	West Coast Software	Adventure\|\|Puzzle	West Coast Software	Everyone 10+	4	88	2	2	0
1	10	g-prime	G Prime Into The Rain	NaN	2016-01-06	False	2019-11-06T23:04:19	NaN	0	0	26	3	389	3	macOS\|\|PC\|\|Xbox One	Soma Games	Simulation\|\|Indie	Immanitas Entertainment\|\|Code-Monkeys	Everyone	2	42	2	0	0
2	100	land-sliders	Land Sliders	NaN	2015-09-24	False	2019-10-22T13:56:16	http://prettygreat.com	0	0	0	2	83	2	iOS	Prettygreat Pty	Adventure\|\|Arcade	Prettygreat Pty	Everyone 10+	0	2	2	0	1
3	1000	pixel-gear	Pixel Gear	NaN	2016-10-20	False	2019-08-28T22:16:02	https://www.facebook.com/Geronimo-Interactive-1789605664633280/?ref=bookmarks	0	0	0	0	455	0	PC\|\|PlayStation 4	Oasis Games\|\|Geronimo Interactive	Action\|\|Indie	Geronimo Interactive	Teen	0	1	0	0	0
4	10000	gods-and-idols	Gods and Idols	NaN	2016-12-12	False	2019-09-17T13:37:13	http://www.godsandidols.com/	1	1	0	5	262	5	PC	Viking Tao	RPG\|\|Strategy\|\|Massively Multiplayer	Viking Tao	NaN	2	79	0	0	0
5	100000	plague-venue	Plague venue	NaN	2017-12-02	False	2019-01-09T12:41:06	NaN	0	0	0	0	40	0	Web	Alexander Ponomariov	NaN	NaN	NaN	0	0	0	0	0
6	100001	the-moon-sliver-itch	The Moon Sliver (itch)	NaN	2014-05-03	False	2019-01-09T12:41:06	NaN	0	0	0	0	116	0	PC\|\|macOS	David Szymanski	Adventure	NaN	NaN	0	0	0	0	0
7	100002	red-entity	Red Entity	NaN	2014-08-26	False	2019-01-09T12:41:06	NaN	0	0	0	0	39	0	PC\|\|macOS\|\|Linux	woof	Action\|\|Shooter	NaN	NaN	0	0	0	0	0
8	100004	hippiesvscops	HippiesVsCops	NaN	2016-04-18	False	2019-08-28T23:25:11	NaN	0	0	0	0	26	0	PC	alegaroficial	Strategy	NaN	NaN	0	0	0	0	0
9	100005	they-came-through-the-floor	They Came Through the Floor	NaN	2018-06-24	False	2019-01-09T12:41:06	NaN	0	0	0	0	98	0	PC	Atte Okkonen	Platformer	NaN	NaN	0	0	0	0	0

Last rows

	id	slug	name	metacritic	released	tba	updated	website	rating_top	playtime	ratings_count	suggestions_count	reviews_count	platforms	developers	genres	publishers	esrb_rating	added_status_yet	added_status_owned	added_status_toplay	added_status_dropped
474407	9999	pixel-privateers	Pixel Privateers	NaN	2017-02-21	False	2019-08-28T22:14:40	http://pixelprivateers.com	3	6	5	363	5	PC	Quadro Delta	Action\|\|Adventure\|\|RPG\|\|Simulation\|\|Indie	Re-Logic	NaN	1	36	1	1
474408	99990	about-face	about-face	NaN	2016-06-29	False	2019-08-28T23:25:11	NaN	0	0	0	40	0	Web	Peltast	Platformer	NaN	NaN	0	0	0	0
474409	99991	light-cycles	Light Cycles	NaN	2016-01-16	False	2019-01-09T12:41:06	NaN	0	0	0	8	0	PC	Clabbage	Action	NaN	NaN	0	0	0	0
474410	99992	scrapjunk-courier	Scrapjunk Courier	NaN	2017-07-31	False	2019-01-09T12:41:06	NaN	0	0	0	116	0	PC\|\|Web	reBTF	Strategy	NaN	NaN	0	0	0	0
474411	99993	primal-fears-itch	Primal Fears (itch)	NaN	2017-03-29	False	2019-01-09T12:41:06	NaN	0	0	0	350	0	PC	DnSdev	Action	NaN	NaN	0	0	0	0
474412	99994	holy-or-dead	Holy or Dead	NaN	2017-05-17	False	2019-01-09T12:41:06	NaN	0	0	0	52	0	PC	Ralidon	NaN	NaN	NaN	0	0	0	0
474413	99995	airstrike-hd-demo	Airstrike HD Demo	NaN	2016-03-04	False	2019-01-09T12:41:06	NaN	0	0	0	202	0	PC	Fifth Dimension Company	Action	NaN	NaN	0	0	0	0
474414	99997	uranias-mirror	Urania's Mirror	NaN	2016-04-25	False	2019-01-09T12:41:06	NaN	0	0	0	51	0	PC	sneakthief	Adventure	NaN	NaN	0	0	0	0
474415	99998	simucities	Simucities	NaN	2017-05-26	False	2019-01-09T12:41:06	NaN	0	0	0	84	0	PC	keypixels	NaN	NaN	NaN	0	0	0	0
474416	99999	pocket-assault	Pocket Assault (itch)	NaN	2015-08-20	False	2019-01-09T12:41:06	NaN	0	0	0	48	0	PC	Carsten_Ostermann	Shooter	NaN	NaN	0	0	0	0

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Interactions